- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.png files (941): assets/114_pricing-update/thumbnail.png assets/145_sagemaker-huggingface-llm/gradio.png assets/92_us_national_ai_research_resource/nairr_thumbnail.png assets/116_inference_update/endpoints.png assets/116_inference_update/widget.png assets/ort_accelerating_hf_models/thumbnail.png assets/pycharm-integration/thumbnail.png assets/nvidia-training-cluster/nvidia-training-cluster-thumbnail-compressed.png assets/blip-2/thumbnail.png assets/164_ethics-soc-5/thumbnail.png assets/86_bloom_megatron_deepspeed/104b-lm-loss.png assets/86_bloom_megatron_deepspeed/bloom-banner.png assets/86_bloom_megatron_deepspeed/176b-lm-loss.png assets/86_bloom_megatron_deepspeed/thumbnail.png assets/bloom-inference-pytorch-scripts/sylvain_gugger.png assets/bloom-inference-pytorch-scripts/thumbnail.png assets/paligemma2/thumbnail.png assets/04_pytorch_block_sparse/thumbnail.png assets/sql_console/thumbnail.png assets/smolervlm/banner.png assets/sd3-5/thumbnail.png assets/183_docmatix/thumbnail_new.png assets/66_optimum_inference/model_size.png assets/66_optimum_inference/results.png assets/66_optimum_inference/thumbnail.png assets/tf_tpu_training/thumbnail.png assets/151_mms/mms_map.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/Download_instructions_button.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/Edit_memory.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/Customer_review.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/Cloud_run_instance.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/Estimate_of_the_monthly_cost.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/Request_Result.png assets/14_how_to_deploy_a_pipeline_to_google_clouds/thumbnail.png assets/110_mteb/leaderboard.png assets/110_mteb/mteb_diagram_white_background.png assets/110_mteb/benchmark.png assets/110_mteb/thumbnail.png assets/moe/thumbnail.png assets/131_aws-partnership/aws-partnership-thumbnail.png assets/79_st_semantic_search/thumbnail.png assets/chinese-language-blog/thumbnail.png assets/math_verify-leaderboard/thumbnail.png assets/08_warm_starting_encoder_decoder/thumbnail.png assets/gradio-1m/thumbnail.png assets/evaluating-mmlu-leaderboard/thumbnail.png assets/why-gradio-stands-out/thumbnail.png assets/16_fine_tune_xlsr_wav2vec2/xlsr_wav2vec2.png assets/151_policy_ntia_rfc/us_policy_thumbnail.png assets/from-files-to-chunks/thumbnail.png assets/77_graphcore-update/graphcore_update.png assets/87_datasets-docs-update/quickstart.png assets/87_datasets-docs-update/good_boi_pics.png assets/87_datasets-docs-update/overview.png assets/azure-ai-foundry/satya-hf-build-compressed.png assets/azure-ai-foundry/satya-hf-build.png assets/azure-ai-foundry/azure-ai-foundry.png assets/llama_4.png assets/deploy-with-openvino/openvino_genai_workflow.png assets/lematerial/thumbnail_lematerial.png assets/matryoshka/thumbnail.png assets/llama-guard-4/thumbnail.png assets/ryght-case-study/thumbnail.png assets/133_trl_peft/thumbnail.png assets/128_aivsai/thumbnail.png assets/137_ethics_soc_3/ethics_3_thumbnail.png assets/134_informer/thumbnail.png assets/35_bert_cpu_scaling_part_2/allocator_benchmark_legend.png assets/35_bert_cpu_scaling_part_2/allocator_benchmark.png assets/35_bert_cpu_scaling_part_2/openmp.png assets/35_bert_cpu_scaling_part_2/sigopt/sigopt_improvements_over_time.png assets/35_bert_cpu_scaling_part_2/sigopt/sigopt_parameters_importance_seq_512.png assets/35_bert_cpu_scaling_part_2/sigopt/sigopt_parameters_importance_seq_20.png assets/35_bert_cpu_scaling_part_2/sigopt/sigopt_best_value.png assets/habana-gaudi-2-benchmark/launch_instance.png assets/habana-gaudi-2-benchmark/request_instance.png assets/habana-gaudi-2-benchmark/thumbnail.png assets/73_deep_rl_q_part2/thumbnail.png assets/142_rwkv/rwkv_thumbnail.png assets/61_ml_director_insights/Nicolas-Bertagnolli.png assets/61_ml_director_insights/private-model-hub.png assets/61_ml_director_insights/thumbnail.png assets/improve_parquet_dedupe/thumbnail.png assets/simple_sdxl_optimizations/thumbnail.png assets/deepseek-r1-aws/thumbnail.png assets/s2s_endpoint/thumbnail.png assets/62_pytorch_fsdp/FSDP_workflow.png assets/62_pytorch_fsdp/sample_fsdp_run.png assets/62_pytorch_fsdp/wandb_run.png assets/62_pytorch_fsdp/fsdp-thumbnail.png assets/62_pytorch_fsdp/auto_wrap_importance.png assets/55_bert_inferentia_sagemaker/cloudwatch_metrics_bert.png assets/55_bert_inferentia_sagemaker/thumbnail.png assets/60_lewis_tunstall_interview/lewis-cta.png assets/60_lewis_tunstall_interview/thumbnail.png assets/interns-2023/thumbnail.png assets/swift-coreml-llm/thumbnail.png assets/open-r1/thumbnails.png assets/127_mask2former/thumbnail.png assets/intel-protein-language-model-protst/05.png assets/intel-protein-language-model-protst/04.png assets/intel-protein-language-model-protst/02.png assets/intel-protein-language-model-protst/03.png assets/136_train-your-controlnet/thumbnail.png assets/websight/thumbnail.png assets/ethics-diffusers/thumbnail.png assets/10_tf-serving/thumbnail.png assets/flux-qlora/thumbnail.png assets/comfyui-to-gradio/cover.png assets/t2i-sdxl-adapters/thumbnail.png assets/lcm_sdxl/lcm_thumbnail.png assets/144_ibm/01.png assets/designing-positional-encoding/thumbnail_posenc.png assets/167_the_n_implementation_details_of_rlhf_with_ppo/thumbnail.png assets/xlscout-case-study/thumbnail.png assets/kv_cache_quantization/thumbnail.png assets/tpu-inference-endpoints-spaces/thumbnail.png assets/41_perceiver/predicted_labels.png assets/41_perceiver/perceiver_architecture.png assets/41_perceiver/thumbnail.png assets/41_perceiver/perceiver_audio_autoencoding.png assets/ml-web-games/thumbnail.png assets/76_community_update/new-discussion.png assets/76_community_update/new-pr.png assets/76_community_update/thumbnail.png assets/76_community_update/community-update.png assets/hf_unsloth/thumbnail.png assets/177_starcoder2/sc2-banner.png assets/remote_vae/thumbnail.png assets/156_huggylingo/Huggy_Lingo.png assets/192_pi0/new_thumbnail_pi0.001.png assets/smolvla/SmolVLA_thumbnail.png assets/171_load_lora_adapters/thumbnail2.png assets/171_load_lora_adapters/thumbnail3.png assets/amused/thumbnail.png assets/190_ethics-soc-7/thumbnail.png assets/rearchitecting-uploads-and-downloads/thumbnail.png assets/transformers-docs-redesign/thumbnail.png assets/bloom-inference-optimization/profiler.png assets/bloom-inference-optimization/profiler_simple.png assets/langchain_huggingface/thumbnail.png assets/iisc-huggingface-collab/thumbnail.png assets/wiz_security/security.png assets/llama31-on-vertex-ai/thumbnail.png assets/96_hf_bitsandbytes_integration/Matmul.png assets/96_hf_bitsandbytes_integration/quant-freeze.png assets/96_hf_bitsandbytes_integration/TF32.png assets/96_hf_bitsandbytes_integration/FP16.png assets/96_hf_bitsandbytes_integration/younes.png assets/96_hf_bitsandbytes_integration/byte.png assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png assets/96_hf_bitsandbytes_integration/Model-storage.png assets/96_hf_bitsandbytes_integration/LLM.png assets/96_hf_bitsandbytes_integration/FP32.png assets/96_hf_bitsandbytes_integration/thumbnail_logo.png assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png assets/96_hf_bitsandbytes_integration/quantization.png assets/96_hf_bitsandbytes_integration/BF16.png assets/96_hf_bitsandbytes_integration/thumbnail.png assets/96_hf_bitsandbytes_integration/LLM3.png assets/91_tf_xla_generate/thumbnail.png assets/image_similarity/thumbnail.png assets/llm-leaderboard/leaderboard-thumbnail.png assets/deepspeed-to-fsdp-and-back/thumbnail.png assets/111_pytorch_ddp_accelerate_transformers/thumbnail.png assets/jat/thumbnail.png assets/inferentia-llama2/thumbnail.png assets/chat-templates/thumbnail.png assets/olympic-coder-lmstudio/banner_correct.png assets/fast-whisper-endpoints/thumbnail.png assets/65_series_c/team.png assets/65_series_c/home-of-machine-learning.png assets/185_infini_attention/infini_attention_thumbnail.png assets/sd3/thumbnail.png assets/163_optimize_llm/self_attn_tokens.png assets/163_optimize_llm/alibi.png assets/163_optimize_llm/optimize_llm.png assets/vertex-colored-to-textured-mesh/thumbnail.png assets/gemma/gcp-deploy.png assets/gemma/gcp-train-gemma.png assets/gemma/Gemma-logo-small.png assets/145_gamejam/thumbnail.png assets/98_stable_diffusion/stable_diffusion_22_1.png assets/98_stable_diffusion/stable_diffusion_12_1.png assets/98_stable_diffusion/stable_diffusion_16_1.png assets/98_stable_diffusion/stable_diffusion_26_1.png assets/98_stable_diffusion/stable_diffusion_k_lms.png assets/98_stable_diffusion/stable_diffusion_14_1.png assets/98_stable_diffusion/thumbnail.png assets/helmet/princeton_logo.png assets/helmet/correlation_syn.png assets/helmet/correlation_category_inst.png assets/helmet/intel_logo.png assets/helmet/data_summary.png assets/helmet/results_length_main.png assets/helmet/model_eval_comparison.png assets/helmet/model_eval.png assets/helmet/thumbnail.png assets/helmet/teaser.png assets/93_deep_rl_ppo/thumbnail.png assets/195_lerobot_datasets/1.png assets/trufflesecurity-partnership/thumbnail.png assets/encrypted-llm/thumbnail.png assets/07_porting_fsmt/pycharm-break-point-groups.png assets/07_porting_fsmt/inference_api.png assets/07_porting_fsmt/thumbnail.png assets/61_education/thumbnail.png assets/161_audioldm2/thumbnail.png assets/transformers-model-definition/transformers-thumbnail.png assets/83_accelerate_deepspeed/chatbot.png assets/83_accelerate_deepspeed/deepspeed-thumbnail.png assets/83_accelerate_deepspeed/cls_run.png assets/115_introducing_contrastive_search/formulation.png assets/115_introducing_contrastive_search/greedy_search_visualization.png assets/115_introducing_contrastive_search/contrastive_search_visualization.png assets/115_introducing_contrastive_search/thumbnail.png assets/textgen-pipe-gaudi/thumbnail.png assets/112_evaluating-llm-bias/thumbnail.png assets/leaderboards-on-the-hub/thumbnail_hebrew.png assets/leaderboards-on-the-hub/thumbnail_medicalllm.png assets/leaderboards-on-the-hub/thumbnail_upstage.png assets/leaderboards-on-the-hub/thumbnail_bigcode.png assets/leaderboards-on-the-hub/thumbnail_vectara.png assets/leaderboards-on-the-hub/thumbnail_artificialanalysis.png assets/leaderboards-on-the-hub/thumbnail_nphardeval.png assets/leaderboards-on-the-hub/thumbnail_finbench.png assets/leaderboards-on-the-hub/thumbnail_3c3h_aragen.png assets/leaderboards-on-the-hub/thumbnail_cot.png assets/leaderboards-on-the-hub/thumbnail_flageval.png assets/leaderboards-on-the-hub/thumbnail_arabic.png assets/leaderboards-on-the-hub/thumbnail_patronus.png assets/leaderboards-on-the-hub/thumbnail_haizelab.png assets/leaderboards-on-the-hub/thumbnail_decodingtrust.png assets/leaderboards-on-the-hub/thumbnail_llamaguard.png assets/leaderboards-on-the-hub/thumbnail_contextual.png assets/leaderboards-on-the-hub/thumbnail.png assets/leaderboards-on-the-hub/thumbnail_japanese.png assets/60_habana/habana.png assets/105_autotrain-image-classification/thumbnail.png assets/23_spacy/snippet2.png assets/23_spacy/snippet.png assets/23_spacy/thumbnail.png assets/smollm/banner.png assets/bamba/bamba_thumbnail.png assets/phi2-intel-meteor-lake/01.png assets/assisted-generation-support-gaudi/thumbnail.png assets/69_sasha_luccioni_interview/thumbnail.png assets/188_cinepile2/thumbnail.png assets/xlsr_wav2vec2.png assets/fast-mac-diffusers/thumbnail.png assets/community-datasets/thumbnail.png assets/mistral-coreml/thumbnail.png assets/fhe-endpoints/thumbnail.png assets/keras-chatbot-arena/thumbnail.png assets/kv-cache/thumbnail.png assets/94_skops/skops_widget.png assets/94_skops/introducing_skops.png assets/155_inference_endpoints_llm/repository.png assets/155_inference_endpoints_llm/widget.png assets/155_inference_endpoints_llm/instance-selection.png assets/fl-with-flower/thumbnail.png assets/98_spaces_3dmoljs/thumbnail.png assets/90_tf_serving_vision/thumbnail.png assets/120_rlhf/thumbnail.png assets/scalable-data-inspection/thumbnail.png assets/llama_sagemaker_benchmark/latency.png assets/2024-security-features/thumbnail.png assets/148_huggingface_amd/01.png assets/103_setfit/setfit_curves.png assets/103_setfit/intel_hf_logo.png assets/103_setfit/setfit_diagram_process.png assets/103_setfit/three-tasks.png assets/103_setfit/bars.png assets/ai_art_newsletter_1/thumbnail.png assets/36_accelerating_pytorch/01_security_group.png assets/36_accelerating_pytorch/04_four_nodes.png assets/36_accelerating_pytorch/02_single_node.png assets/36_accelerating_pytorch/03_two_nodes.png assets/video_gen/thumbnail.png assets/cv_state/thumbnail.png assets/bedrock-marketplace/thumbnail.png assets/59_opinion-classification-with-kili/12.png assets/59_opinion-classification-with-kili/16.png assets/59_opinion-classification-with-kili/8.png assets/59_opinion-classification-with-kili/11.png assets/59_opinion-classification-with-kili/14.png assets/59_opinion-classification-with-kili/10.png assets/59_opinion-classification-with-kili/23.png assets/59_opinion-classification-with-kili/7.png assets/59_opinion-classification-with-kili/15.png assets/59_opinion-classification-with-kili/17.png assets/59_opinion-classification-with-kili/2.png assets/59_opinion-classification-with-kili/24.png assets/59_opinion-classification-with-kili/1.png assets/59_opinion-classification-with-kili/6.png assets/59_opinion-classification-with-kili/19.png assets/59_opinion-classification-with-kili/22.png assets/59_opinion-classification-with-kili/3.png assets/59_opinion-classification-with-kili/18.png assets/59_opinion-classification-with-kili/9.png assets/59_opinion-classification-with-kili/13.png assets/59_opinion-classification-with-kili/4.png assets/59_opinion-classification-with-kili/20.png assets/59_opinion-classification-with-kili/21.png assets/59_opinion-classification-with-kili/thumbnail.png assets/logits-processor-zoo/thumbnail.png assets/58_decision-transformers/results-dt.png assets/170_personal_copilot/thumbnail.png assets/jfrog/thumbnail.png assets/74_tapex/comparsion-tapex.png assets/74_tapex/tapex-overview.png assets/74_tapex/tapex-performance.png assets/74_tapex/tapex-efficiency.png assets/74_tapex/thumbnail.png assets/63_deep_rl_intro/Illustration_1.png assets/63_deep_rl_intro/thumbnail.png assets/107_launching_doi/repo-settings.png assets/siglip2/thumbnail.png assets/117_vq_diffusion/vq_diffusion_teddy_bear_pool.png assets/117_vq_diffusion/thumbnail.png assets/12_ray_rag/torch_distributed_document_retrieval.png assets/12_ray_rag/ray_arch_updated.png assets/167_gradio_lite/thumbnail.png assets/64_fastai/hf_hub_fastai.png assets/64_fastai/hf_model_card.png assets/64_fastai/fastai_hf_blog.png assets/patchtst/thumbnail.png assets/diffusers-quantization/thumbnail.png assets/37_data-measurements-tool/datametrics.png assets/47_sb3/thumbnail.png assets/screensuite/thumbnail.png assets/19_sagemaker_distributed_training_seq2seq/inference-test.png assets/19_sagemaker_distributed_training_seq2seq/thumbnail.png assets/peft_merging/thumbnail.png assets/habana-gaudi-2-bloom/thumbnail.png assets/space-secrets-security-update/space-secrets-security-update.png assets/protectai/thumbnail.png assets/embedding-quantization/thumbnail.png assets/video-encoding/thumbnail.png assets/dpo_vlm/thumbnail.png assets/transformersjs-v3/thumbnail.png assets/spaces-dev-mode/thumbnail.png assets/40_codeparrot/humaneval.png assets/40_codeparrot/codeparrot.png assets/40_codeparrot/ddp.png assets/40_codeparrot/buffer.png assets/40_codeparrot/thumbnail.png assets/120_elixir-bumblebee/thumbnail.png assets/108_stable_diffusion_jax/jax_stable_diffusion_2.png assets/108_stable_diffusion_jax/jax_stable_diffusion_1.png assets/108_stable_diffusion_jax/thumbnail.png assets/quanto-diffusers/thumbnail.png assets/nanovlm/thumbnail.png assets/22_few_shot_learning_gpt_neo_and_inference_api/insights-benefit-of-hyperparameter.png assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-performance.png assets/22_few_shot_learning_gpt_neo_and_inference_api/insights-benefit-of-examples.png assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-prompt.png assets/big_bench_audio_release/big-bench-audio-thumbnail.png assets/distill_sd/thumbnail.png assets/smolagents/thumbnail.png assets/175_constitutional_ai/thumbnail.png assets/176_synthetic-data-save-costs/thumbnail.png assets/pai-6-month/thumbnail.png assets/diffusers-turns-1/diffusers-turns-1.png assets/28_gradio-spaces/big-gan.png assets/28_gradio-spaces/story-gen.png assets/28_gradio-spaces/story-gen-fr.png assets/28_gradio-spaces/thumbnail.png assets/password-git-deprecation/thumbnail.png assets/content-guidelines-blogpost/thumbnail.png assets/unsung-heroes/new-thumbnail.png assets/open-deep-research/thumbnail.png assets/infisical/infisical-operator.png assets/infisical/thumbnail.png assets/185_albumentations/thumbnail.png assets/liger-grpo/thumbnail.png assets/11_zero_deepspeed_fairscale/zero-partitioning.png assets/diffusion-models-event/thumbnail.png assets/researcher-dataset-sharing/thumbnail.png assets/timm-transformers/thumbnail.png assets/103_ethics-soc-1/thumbnail.png assets/asr-diarization/thumbnail.png assets/assisted-generation/thumbnail.png assets/multi-lora-serving/thumbnail.png assets/106_japanese_stable_diffusion/jsd_thumbnail.png assets/train_optimize_sd_intel/thumbnail.png assets/inference-providers-cohere/thumbnail.png assets/130_peft/thumbnail.png assets/48_hubsearch/thumbnail.png assets/109_inference_endpoints/endpoints08.png assets/109_inference_endpoints/endpoints05.png assets/109_inference_endpoints/endpoints06.png assets/109_inference_endpoints/endpoints02.png assets/109_inference_endpoints/endpoints03.png assets/109_inference_endpoints/endpoints00.png assets/109_inference_endpoints/endpoints04.png assets/109_inference_endpoints/endpoints07.png assets/109_inference_endpoints/endpoints01.png assets/hub_duckdb/hub_duckdb.png assets/putting_rl_back_in_rlhf_with_rloo/thumbnail.png assets/chinese-ai-expansion/thumbnail.png assets/113_openvino/thumbnail.png assets/gradio-reload/thumbnail_compressed.png assets/172_regions/thumbnail.png assets/27_summer_at_huggingface/bigscience.png assets/27_summer_at_huggingface/diet_nerf.png assets/27_summer_at_huggingface/upload_file.png assets/27_summer_at_huggingface/dalle.png assets/27_summer_at_huggingface/detr.png assets/27_summer_at_huggingface/clip.png assets/27_summer_at_huggingface/prompt.png assets/27_summer_at_huggingface/object-detection.png assets/27_summer_at_huggingface/huggingface.png assets/27_summer_at_huggingface/layout.png assets/27_summer_at_huggingface/sagemaker.png assets/27_summer_at_huggingface/save_checkpoint.png assets/27_summer_at_huggingface/filters.png assets/27_summer_at_huggingface/tensorboard.png assets/27_summer_at_huggingface/metrics.png assets/27_summer_at_huggingface/spaces_landing.png assets/27_summer_at_huggingface/thumbnail.png assets/27_summer_at_huggingface/course.png assets/27_summer_at_huggingface/streaming.png assets/05_encoder_decoder/thumbnail.png assets/controlnet/thumbnail.png assets/33_large_language_models/02_t0.png assets/56_fine_tune_segformer/thumb.png assets/146_cnil-accompaniment/logo.png assets/winning-aimo-progress-prize/thumbnail.png assets/96_tensorflow_philosophy/thumbnail.png assets/layerskip/thumbnail.png assets/45_gptj_sagemaker/model_load_time.png assets/45_gptj_sagemaker/thumbnail.png assets/169_quanto_intro/thumbnail.png assets/dask-scaling/thumbnail.png assets/daily-papers/thumbnail.png assets/79_code_generation_space/code_generation.png assets/142_safetensors_official/thumbnail.png assets/packing-with-FA2/thumbnail.png assets/gradient_accumulation/gradient_accumulation.png assets/32_1b_sentence_embeddings/contrastive_1.png assets/32_1b_sentence_embeddings/batch-size.png assets/32_1b_sentence_embeddings/contrastive_2.png assets/32_1b_sentence_embeddings/model.png assets/keras-hub-integration/hf-blog.png assets/keras-hub-integration/thumbnail.png assets/106_zero_shot_eval_on_the_hub/winobias.png assets/106_zero_shot_eval_on_the_hub/dataset.png assets/106_zero_shot_eval_on_the_hub/thumbnail.png assets/106_zero_shot_eval_on_the_hub/eval_hub.png assets/setfit-absa/intel_hf_logo_2.png assets/setfit-absa/intel_hf_logo.png assets/structured-codeagent/thumbnail-codeagent.png assets/bark_optimization/thumbnail.png assets/80_getting_started_with_embeddings/UploadFile.png assets/80_getting_started_with_embeddings/createDataset.png assets/80_getting_started_with_embeddings/SelectDataset.png assets/80_getting_started_with_embeddings/thumbnail.png assets/80_getting_started_with_embeddings/AddFile.png assets/gemma3/thumbnail.png assets/chatbot-amd-gpu/thumbnail.png assets/fastrtc-cloudflare/fastrtc_cloudflare.png assets/178_setfit_optimum_intel/latency.png assets/178_setfit_optimum_intel/throughput.png assets/139_owkin-substra/thumbnail.png assets/vlms_explained/thumbnail.png assets/123_clipseg-zero-shot/thumb.png assets/94_tf_serving_kubernetes/manifest_propagation.png assets/94_tf_serving_kubernetes/thumb.png assets/126_paddlepaddle/widget.png assets/126_paddlepaddle/snippet.png assets/126_paddlepaddle/paddle_tag.png assets/126_paddlepaddle/inference_api.png assets/50_sentiment_python/trainings.png assets/50_sentiment_python/training-success.png assets/50_sentiment_python/new-project.png assets/50_sentiment_python/add-dataset.png assets/50_sentiment_python/sentiment140-dataset.png assets/50_sentiment_python/negative-tweets-wordcloud.png assets/50_sentiment_python/thumbnail.png assets/50_sentiment_python/positive-tweets-wordcloud.png assets/50_sentiment_python/sentiment-result.png assets/eu_ai_act_oss/thumbnailEU.png assets/128_vision_language_pretraining/thumbnail.png assets/falconmamba/thumbnail.png assets/train-sentence-transformers/st-hf-thumbnail.png assets/instruction_tuning_sd/thumbnail.png assets/26_graphcore-ipu/graphcore-ipu-bert-large.png assets/26_graphcore-ipu/thumbnail.png assets/81_convert_transformers_to_onnx/graph.png assets/81_convert_transformers_to_onnx/user-journey.png assets/81_convert_transformers_to_onnx/thumbnail.png assets/140_accelerate_transformers_with_inferentia2/vit.png assets/140_accelerate_transformers_with_inferentia2/thumbnail.png assets/140_accelerate_transformers_with_inferentia2/bert.png assets/digital-green-llm-judge/thumbnail.png assets/186_accelerate_v1/accelerate_v1_thumbnail.png assets/cfm-case-study/gliner.png assets/cfm-case-study/llama-cfm.png assets/cfm-case-study/argilla-space.png assets/cfm-case-study/comparison-graph.png assets/cfm-case-study/create-endpoint.png assets/cfm-case-study/blogpost_cfm.png assets/cfm-case-study/fnspid-prev.png assets/cfm-case-study/argilla-home.png assets/cfm-case-study/argilla-dsets.png assets/cfm-case-study/annotation-argilla.png assets/cfm-case-study/running-endpoint.png assets/cfm-case-study/analytics-ie.png assets/using-ml-for-disasters/thumbnail.png assets/118_time-series-transformers/thumbnail.png assets/62_fellowship/fellowship-thumbnail.png assets/99_pretraining_bert/pre-training.png assets/99_pretraining_bert/tensorboard.png assets/99_pretraining_bert/thumbnail.png assets/123_intel_sapphire_rapids/02.png assets/24_sahajBERT/create_dataset.png assets/24_sahajBERT/yandex_logo.png assets/24_sahajBERT/roles_tasks.png assets/24_sahajBERT/adaptive.png assets/24_sahajBERT/thumbnail.png assets/21_bert_cpu_scaling_part_1/imgs/UMA_NUMA.png assets/21_bert_cpu_scaling_part_1/imgs/no_numa_set.png assets/21_bert_cpu_scaling_part_1/imgs/hyper_threading_explained.png assets/21_bert_cpu_scaling_part_1/imgs/numa_set.png assets/duckdb-nsql-7b/thumbnail.png assets/67_ambassadors/thumbnail.png assets/145_bertopic/logo.png assets/157_dpo_trl/dpo_thumbnail.png assets/13_simple-considerations/1_sENCNdlC7zK4bg22r43KiA.png assets/dabstep/thumbnail.png assets/keras-llama-32/llama-pirate.png assets/43_autonlp_prodigy/autonlp_data_multi_class.png assets/43_autonlp_prodigy/a2.png assets/43_autonlp_prodigy/data_view.png assets/43_autonlp_prodigy/a1.png assets/43_autonlp_prodigy/autonlp_multi_class_results.png assets/43_autonlp_prodigy/a3.png assets/43_autonlp_prodigy/prodigy_ner.png assets/43_autonlp_prodigy/autonlp_create_project.png assets/43_autonlp_prodigy/chart.png assets/43_autonlp_prodigy/thumbnail.png assets/43_autonlp_prodigy/autonlp_estimate.png assets/optimum_amd/rocmsmi.png assets/optimum_amd/amd_hf_logo.png assets/optimum_amd/training_bench.png assets/optimum_amd/transformers_bench.png assets/optimum_amd/tgi_34b.png assets/optimum_amd/amd_hf_logo_fixed.png assets/optimum_amd/tgi_70b.png assets/datasets-filters/thumbnail.png assets/gradio-mcp/thumbnail.png assets/136_stable_diffusion_inference_intel/01.png assets/129_intel_sapphire_rapids_inference/02.png assets/129_intel_sapphire_rapids_inference/01.png assets/181_npc-gigax-cubzh/thumbnail.png assets/125_intro-to-graphml/thumbnail_classification.png assets/125_intro-to-graphml/thumbnail.png assets/autoround/thumbnail.png assets/171_prodigy_hf/thumbnail.png assets/92_introducing_private_hub/pull-requests-and-discussions.png assets/92_introducing_private_hub/private-hub.png assets/92_introducing_private_hub/dalle-mini.png assets/92_introducing_private_hub/dataset-preview.png assets/92_introducing_private_hub/autotrain-trained-models.png assets/92_introducing_private_hub/financial-analyst-space.png assets/92_introducing_private_hub/model-card.png assets/92_introducing_private_hub/train-in-autotrain.png assets/92_introducing_private_hub/organizations.png assets/92_introducing_private_hub/spaces-code.png assets/92_introducing_private_hub/filtering-datasets.png assets/92_introducing_private_hub/inference-widget.png assets/92_introducing_private_hub/finbert-pretrain.png assets/92_introducing_private_hub/auto-train-inference-widget.png assets/92_introducing_private_hub/autotrain-new-project.png assets/92_introducing_private_hub/deploy.png assets/92_introducing_private_hub/commit-history.png assets/92_introducing_private_hub/models.png assets/92_introducing_private_hub/thumbnail.png assets/92_introducing_private_hub/before-and-after.png assets/gemma-peft/Gemma-peft.png assets/gemma-peft/thumbnail.png assets/stable-diffusion-finetuning-intel/screen01.png assets/stable-diffusion-finetuning-intel/dicoo_image_200.png assets/stable-diffusion-finetuning-intel/dicoo_image.png assets/stable-diffusion-finetuning-intel/screen02.png assets/34_course_launch/abubakar_abid.png assets/34_course_launch/matthew_watson.png assets/34_course_launch/jakob_uszkoreit.png assets/34_course_launch/mark_saroufim.png assets/34_course_launch/chen_qian.png assets/34_course_launch/matthew_carrigan.png assets/34_course_launch/lucile_saulnier.png assets/34_course_launch/sylvain_gugger.png assets/34_course_launch/speakers_day1_thumb.png assets/34_course_launch/amazon_logo_dark.png assets/34_course_launch/meg_mitchell.png assets/34_course_launch/thom_wolf.png assets/34_course_launch/lewis_tunstall.png assets/34_course_launch/jay_alammar.png assets/34_course_launch/merve_noyan.png assets/34_course_launch/mathieu_desve.png assets/34_course_launch/amazon_logo_white.png assets/34_course_launch/lysandre_debut.png assets/34_course_launch/speakers_day1.png assets/132_vit_align/thumbnail.png assets/135_notebooks-hub/before_after_notebook_rendering.png assets/outlines-core/thumbnail.png assets/06_ray_tune/ray-wandb.png assets/xet-on-the-hub/thumbnail.png assets/100_megatron_training/kernel_fusion.png assets/100_megatron_training/thumbnail.png assets/unified-tool-use/thumbnail.png assets/121_model-cards/thumbnail.png assets/xethub-joins-hf/thumbnail.png assets/lora/thumbnail.png assets/tgi-benchmarking/tgi-benchmarking-thumbnail.png assets/187_benczechmark/thumbnail.png assets/optimum_nvidia/hf_nvidia_banner.png assets/18_big_bird/qlast.png assets/18_big_bird/q_middle.png assets/18_big_bird/full.png assets/18_big_bird/attn.png assets/18_big_bird/longformer-time.png assets/18_big_bird/global.png assets/18_big_bird/sliding.png assets/18_big_bird/bert-time.png assets/18_big_bird/q2.png assets/18_big_bird/merged#1-bigbird-time.png assets/18_big_bird/random.png assets/18_big_bird/intro.png assets/18_big_bird/qlast_sec.png assets/18_big_bird/q1.png assets/01_how-to-train/model_page.png assets/01_how-to-train/conll-2003.png assets/01_how-to-train/EsperBERTo-thumbnail.png assets/01_how-to-train/EsperBERTo-thumbnail-v2.png assets/01_how-to-train/oscar.png assets/01_how-to-train/how-to-train_blogpost.png assets/01_how-to-train/tensorboard.png assets/red-teaming/thumbnail.png assets/galore_introduction/thumbnail.png assets/smolvlm2/banner.png assets/panel-on-hugging-face/thumbnail.png assets/diffusers_coreml/thumbnail.png assets/paligemma/Paligemma2.png assets/paligemma/Paligemma.png assets/nvidia-physical-ai/thumbnail.png assets/modernbert/thumbnail.png assets/09_accelerated_inference/optimized_graph.png assets/09_accelerated_inference/unoptimized_graph.png assets/09_accelerated_inference/thumbnail.png assets/idefics/thumbnail.png assets/124_intel_sapphire_rapids/02.png assets/124_intel_sapphire_rapids/01.png assets/aya-vision/thumbnail.png assets/sentiment-analysis-fhe/thumbnail.png assets/cost_efficient_rag_applications_with_intel/04.png assets/cost_efficient_rag_applications_with_intel/02.png assets/cost_efficient_rag_applications_with_intel/01.png assets/cost_efficient_rag_applications_with_intel/03.png assets/57_meg_mitchell_interview/Meg-cta.png assets/57_meg_mitchell_interview/thumbnail.png assets/inference_pro/thumbnail.png assets/dialog-agents/rlhf.png assets/dialog-agents/ift.png assets/dialog-agents/rules.png assets/dialog-agents/ift-spectrum.png assets/dialog-agents/cot.png assets/dialog-agents/chatgpt-example.png assets/dialog-agents/thumbnail.png assets/112_document-ai/ocr.png assets/112_document-ai/DIT_2.png assets/112_document-ai/vqa.png assets/112_document-ai/layoutlm.png assets/112_document-ai/doc_class.png assets/112_document-ai/DIT.png assets/112_document-ai/DIT_1.png assets/112_document-ai/thumbnail.png assets/78_annotated-diffusion/output_cats_noisy_multiple.png assets/78_annotated-diffusion/training.png assets/78_annotated-diffusion/ddpm_paper.png assets/78_annotated-diffusion/diffusion_figure.png assets/78_annotated-diffusion/output_cats_verify.png assets/78_annotated-diffusion/sampling.png assets/78_annotated-diffusion/output_cats_noisy.png assets/78_annotated-diffusion/output.png assets/78_annotated-diffusion/thumbnail.png assets/122_ethics_soc_2/thumbnail-solstice.png assets/122_ethics_soc_2/thumbnail.png assets/llm_inference_on_edge/thumbnail.png assets/argilla-chatbot/thumbnail.png assets/synthid-text/thumbnail.png assets/166_trl_ddpo/thumbnail.png assets/gradio-dataframe-update/thumbnail.png assets/17_the_partnership_amazon_sagemaker_and_hugging_face/cover.png assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png assets/60_carbon_emissions_on_the_hub/metadata_example.png assets/60_carbon_emissions_on_the_hub/transformer_carbon_footprints.png assets/gemma3n/thumbnail.png assets/segmoe/thumbnail.png assets/39_introducing_snowball_fight/screenshot2vs2.png assets/39_introducing_snowball_fight/thumbnail.png assets/97_vertex_ai/image6.png assets/97_vertex_ai/image7.png assets/97_vertex_ai/image1.png assets/97_vertex_ai/image5.png assets/97_vertex_ai/image3.png assets/97_vertex_ai/image8.png assets/97_vertex_ai/image4.png assets/optimum_intel/intel_thumbnail.png assets/82_eval_on_the_hub/ecosystem.png assets/82_eval_on_the_hub/select-metrics.png assets/82_eval_on_the_hub/evaluate.png assets/82_eval_on_the_hub/leaderboard.png assets/82_eval_on_the_hub/metadata.png assets/82_eval_on_the_hub/dogfood-example.png assets/82_eval_on_the_hub/pr.png assets/82_eval_on_the_hub/mapping.png assets/82_eval_on_the_hub/config.png assets/82_eval_on_the_hub/model-evaluator.png assets/82_eval_on_the_hub/select-model.png assets/82_eval_on_the_hub/thumbnail.png assets/whisper-speculative-decoding/thumbnail.png assets/84_first_ml_project/thumbnail.png assets/86_bloom/thumbnail-2.png assets/86_bloom/bloom-demo.png assets/86_bloom/thumbnail.png assets/gradio-5-security/thumbnail.png assets/agents-js/thumbnail.png assets/150_autoformer/thumbnail.png assets/140_text-to-video/thumbnail.png assets/llm-course/llm-course-rename-thumbnail.png assets/59_transformers_philosophy/transformers.png assets/13_pytorch_xla/pytorch_xla_thumbnail.png assets/13_pytorch_xla/training_pipeline.png assets/68_gradio_blocks/block-party.png assets/68_gradio_blocks/tts.png assets/68_gradio_blocks/flipper.png assets/starchat_alpha/thumbnail.png assets/vlms2/vlms2.png assets/14_long_range_transformers/Longformer.png assets/14_long_range_transformers/CompressiveTransformer.png assets/14_long_range_transformers/Performer.png assets/14_long_range_transformers/Linformer.png assets/14_long_range_transformers/EfficientTransformerTaxonomy.png assets/38_getting_started_graphcore/graphcore_1.png assets/147_fasttext/fasttext_feature_extraction_widget.png assets/147_fasttext/fasttext_text_classification_widget.png assets/147_fasttext/thumbnail.png assets/22_gradio/gradio.png assets/144_hf_hub_glam_guide/thumbnail.png assets/20_accelerate_library/accelerate_diff.png assets/31_age_of_ml_as_code/06_big_science.png assets/31_age_of_ml_as_code/01_entreprise_ml.png assets/31_age_of_ml_as_code/03_transformers.png assets/31_age_of_ml_as_code/04_general_transformers.png assets/31_age_of_ml_as_code/05_vision_transformer.png assets/31_age_of_ml_as_code/02_vision_transformer.png assets/31_age_of_ml_as_code/07_kaggle.png assets/52_bert_101/BERTs-Performance-on-GLUE.png assets/52_bert_101/BERTs-performance-on-SWAG.png assets/52_bert_101/BERT-example.png assets/52_bert_101/BERT-size-and-architecture.png assets/52_bert_101/BERTs-performance-on-SQuAD1.1.png assets/52_bert_101/GLUE-Benchmark-tasks.png assets/52_bert_101/encoder-and-decoder-transformers-blocks.png assets/52_bert_101/transformers-timeline.png assets/52_bert_101/enviornmental-impact-of-machine-learning.png assets/endpoint-analytics/thumbnail.png assets/88_mnist_adversarial/mnist-adversarial.png assets/189_eu-ai-act-for-oss-developers/thumbnail.png assets/smolagents-can-see/thumbnail.png assets/42_gradio_joins_hf/screenshot.png assets/42_gradio_joins_hf/thumbnail.png assets/codegemma/thumbnail_b.png assets/dedup/thumbnail.png assets/stable-diffusion-xl-coreml/thumbnail.png assets/argilla-ui-hub/thumbnail.png assets/optimum_onnxruntime-training/onnxruntime-training-benchmark.png assets/optimum_onnxruntime-training/thumbnail.png assets/qwen-3-chat-template-deep-dive/thumbnail.png assets/174_intel_quantization_starcoder/int8_diagram.png assets/174_intel_quantization_starcoder/latency_int8_model.png assets/174_intel_quantization_starcoder/int4_diagram.png assets/174_intel_quantization_starcoder/latency_int8_ag_model.png assets/174_intel_quantization_starcoder/latency_int4_model.png assets/174_intel_quantization_starcoder/latency_baseline_model.png assets/87_playlist_generator/add-dataset.png assets/87_playlist_generator/thumbnail.png assets/dreambooth_lora_sdxl/thumbnail.png assets/02_how-to-generate/beam_search.png assets/02_how-to-generate/greedy_search.png assets/02_how-to-generate/top_p_sampling.png assets/02_how-to-generate/sampling_search_with_temp.png assets/02_how-to-generate/sampling_search.png assets/02_how-to-generate/top_k_sampling.png assets/02_how-to-generate/thumbnail.png assets/tgi-multi-backend/thumbnail.png assets/80_intel/01.png assets/billion-classifications/billion-classifications-thumbnail.png assets/run-musicgen-as-an-api/thumbnail.png assets/bridgetower/thumbnail.png assets/os_llms/thumbnail.png assets/hugging-face-pollen-robotics-acquisition/hf-pollen.png assets/182_finetune-florence/thumbnail.png assets/44_boost_wav2vec2_ngram/wav2vec2_ngram.png assets/intel-gcp-c4/embedding_throughput.png assets/intel-gcp-c4/text_generation_perf.png assets/intel-gcp-c4/image-1.png assets/intel-gcp-c4/image.png assets/intel-gcp-c4/image-2.png assets/intel-gcp-c4/agentic_ai.png assets/85_sentiment_analysis_twitter/sentiment-pie.png assets/85_sentiment_analysis_twitter/negative-tweets.png assets/85_sentiment_analysis_twitter/positive-tweets.png assets/85_sentiment_analysis_twitter/thumbnail.png assets/138_stackllama/thumbnail.png assets/hello-hf-kernels/kernel-hub-five-mins-short-21.png assets/hello-hf-kernels/kernel-hub-five-mins-short.png assets/1_58_llm_extreme_quantization/thumbnail.png assets/03_reformer/thumbnail.png assets/arenas-on-the-hub/thumbnail_lighthouz.png assets/arenas-on-the-hub/thumbnail_atla.png assets/arenas-on-the-hub/thumbnail.png assets/29_streamlit-spaces/write-tr.png assets/29_streamlit-spaces/streamlit-rep.png assets/29_streamlit-spaces/thumbnail.png assets/sc2-instruct/sc2-instruct-banner.png assets/arxiv/protein.png assets/arxiv/thumbnail.png assets/78_ml_director_insights/tuto.png assets/78_ml_director_insights/evan.png assets/78_ml_director_insights/Samuel.png assets/78_ml_director_insights/witty-works.png assets/78_ml_director_insights/rocketmoney.png assets/78_ml_director_insights/cdc_poly_hf.png assets/78_ml_director_insights/databricks.png assets/78_ml_director_insights/snorkel.png assets/78_ml_director_insights/Shaun.png assets/78_ml_director_insights/fetch.png assets/78_ml_director_insights/guide.png assets/78_ml_director_insights/wittyworks.png assets/78_ml_director_insights/writer.png assets/78_ml_director_insights/part4.png assets/78_ml_director_insights/fetch2.png assets/78_ml_director_insights/mantis1.png assets/78_ml_director_insights/thumbnail.png assets/78_ml_director_insights/Javier.png assets/open-source-llms-as-agents/thumbnail_open_source_agents.png assets/152_ethics_soc_4/ethics_4_thumbnail.png assets/46_infinity_cpu_performance/pipeline.png assets/46_infinity_cpu_performance/latency.png assets/46_infinity_cpu_performance/throughput.png assets/46_infinity_cpu_performance/overview.png assets/46_infinity_cpu_performance/thumbnail.png assets/Lora-for-sequence-classification-with-Roberta-Llama-Mistral/Thumbnail.png assets/synthetic-data-generator/_thumbnail.png assets/30_clip_rsicd/image-augment-loss.png assets/30_clip_rsicd/clip-rsicd-header-image.png assets/30_clip_rsicd/clip_schematic.png assets/30_clip_rsicd/image-text-aug-loss.png assets/30_clip_rsicd/rsicd-images-sampling.png assets/from-chunks-to-blocks/thumbnail.png assets/object-detection-leaderboard/thumbnail.png assets/15_fine_tune_wav2vec2/wav2vec2.png assets/watermarking/thumbnail.png assets/119_deep_learning_with_proteins/transfer_learning.png assets/119_deep_learning_with_proteins/protein_structure.png assets/119_deep_learning_with_proteins/folding_example.png assets/speecht5/thumbnail.png assets/gradio-5/thumbnail.png assets/186_fine_video/thumbnail.png assets/124_ml-for-games/thumbnail-gaussian-splatting.png assets/124_ml-for-games/thumbnail2.png assets/124_ml-for-games/unity-in-spaces-thumbnail.png assets/124_ml-for-games/thumbnail5.png assets/124_ml-for-games/thumbnail3.png assets/124_ml-for-games/thumbnail4.png assets/124_ml-for-games/quaternion.png assets/124_ml-for-games/unity-asr-thumbnail.png assets/124_ml-for-games/thumbnail.png assets/124_ml-for-games/unity-api-thumbnail.png assets/vdr-2b-multilingual/thumbnail.png assets/python-tiny-agents/thumbnail.png assets/49_asr_chunking/CTC.png assets/49_asr_chunking/Striding.png assets/49_asr_chunking/chunk.png assets/49_asr_chunking/thumbnail.png assets/67_ml_director_insights/thumbnail.png assets/vllm-colocate/thumbnail.png assets/inference-providers/thumbnail.png assets/intel-gaudi-backend-for-tgi/tgi-gaudi-thumbnail.png assets/policy_docs/policy_blog_thumbnail.png assets/61_supercharged_customer_service_with_nlp/thumbnail.png assets/math_verify_leaderboard/thumbnail.png assets/97_vision_transformers/run-on-gradient.png assets/97_vision_transformers/chest-x-ray examples.png assets/104_accelerate-large-models/thumbnail.png assets/95_training_st_models/training_process.png assets/95_training_st_models/datasets_table.png assets/95_training_st_models/thumbnail.png assets/presidio-pii-detection/thumbnail.png assets/61_getting_started_habana/habana02.png assets/61_getting_started_habana/habana01.png assets/61_getting_started_habana/habana03.png assets/61_getting_started_habana/habana08.png assets/61_getting_started_habana/habana06.png assets/61_getting_started_habana/habana05.png assets/61_getting_started_habana/habana04.png assets/61_getting_started_habana/habana07.png assets/61_getting_started_habana/thumbnail.png assets/141_starcoder/starcoder_thumbnail.png assets/kaggle-integration/thumbnail.png assets/deploy-deepfloydif-using-bentoml/thumbnail.png assets/102_diffusers_2nd_month/inpainting.png assets/vid_ds_scripts/thumbnail.png assets/agents/thumbnail.png assets/train_memory/thumbnail.png assets/safecoder-vs-closed-source-code-assistants/image.png assets/friendliai-partnership/thumbnail.png assets/25_hardware_partners_program/carbon_inc_quantizer.png assets/149_fast_diffusers_coreml/thumbnail.png assets/53_constrained_beam_search/why_constraints_are_hard.png assets/53_constrained_beam_search/thumbnail.png assets/143_q8chat/thumbnail.png assets/100_open_rail/100_open-rail.png assets/dell-ai-applications/dell-post-thumbnail.png assets/fine-tune-w2v2-bert/w2v_thumbnail.png assets/image_preferences/thumbnail.png assets/community-tools/thumbnail.png assets/falcon3/thumbnail.png assets/smolvlm/banner.png assets/182_ethics-soc-6/thumbnail.png assets/86_nystromformer/s_hat.png assets/86_nystromformer/p_block.png assets/86_nystromformer/paper_figure.png assets/86_nystromformer/p_hat.png assets/86_nystromformer/thumbnail.png assets/cosmopedia/thumbnail.png assets/dibt/thumbnail.png - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.jpg files (345): assets/llama3/thumbnail.jpg assets/145_sagemaker-huggingface-llm/thumbnail.jpg assets/pref-tuning/thumbnail.jpg assets/86_bloom_megatron_deepspeed/stas-bekman-300x300.jpg assets/bloom-inference-pytorch-scripts/stas-bekman-300x300.jpg assets/hugs/thumbnail.jpg assets/amd_pervasive_developer_ai_contest/amd_developer_general_abstract.jpg assets/introduction-to-ggml/cover.jpg assets/35_bert_cpu_scaling_part_2/oneapi.jpg assets/73_deep_rl_q_part2/q-ex-7.jpg assets/73_deep_rl_q_part2/two-parts.jpg assets/73_deep_rl_q_part2/Example-5.jpg assets/73_deep_rl_q_part2/two-approaches-3.jpg assets/73_deep_rl_q_part2/Q-learning-4.jpg assets/73_deep_rl_q_part2/bellman4.jpg assets/73_deep_rl_q_part2/Example-7.jpg assets/73_deep_rl_q_part2/two_parts.jpg assets/73_deep_rl_q_part2/MC-5.jpg assets/73_deep_rl_q_part2/TD-1p.jpg assets/73_deep_rl_q_part2/TD-1.jpg assets/73_deep_rl_q_part2/Q-learning-8.jpg assets/73_deep_rl_q_part2/Maze-2.jpg assets/73_deep_rl_q_part2/Example-2.jpg assets/73_deep_rl_q_part2/q-ex-3.jpg assets/73_deep_rl_q_part2/TD-2p.jpg assets/73_deep_rl_q_part2/action-state-value-function-2.jpg assets/73_deep_rl_q_part2/q-ex-2.jpg assets/73_deep_rl_q_part2/Q-learning-5.jpg assets/73_deep_rl_q_part2/off-on-1.jpg assets/73_deep_rl_q_part2/Example-1.jpg assets/73_deep_rl_q_part2/bellman6.jpg assets/73_deep_rl_q_part2/vbm-1.jpg assets/73_deep_rl_q_part2/q-ex-6.jpg assets/73_deep_rl_q_part2/Maze-1.jpg assets/73_deep_rl_q_part2/summary-learning-mtds.jpg assets/73_deep_rl_q_part2/MC-2.jpg assets/73_deep_rl_q_part2/Maze-3.jpg assets/73_deep_rl_q_part2/state-value-function-1.jpg assets/73_deep_rl_q_part2/action-state-value-function-1.jpg assets/73_deep_rl_q_part2/Q-learning-2.jpg assets/73_deep_rl_q_part2/q-ex-5.jpg assets/73_deep_rl_q_part2/q-ex-4.jpg assets/73_deep_rl_q_part2/bellman3.jpg assets/73_deep_rl_q_part2/bellman2.jpg assets/73_deep_rl_q_part2/MC-3.jpg assets/73_deep_rl_q_part2/link-value-policy.jpg assets/73_deep_rl_q_part2/MC-3p.jpg assets/73_deep_rl_q_part2/off-on-4.jpg assets/73_deep_rl_q_part2/bellman5.jpg assets/73_deep_rl_q_part2/Q-learning-6.jpg assets/73_deep_rl_q_part2/MC-4.jpg assets/73_deep_rl_q_part2/policy.jpg assets/73_deep_rl_q_part2/q-ex-1.jpg assets/73_deep_rl_q_part2/Q-learning-3.jpg assets/73_deep_rl_q_part2/MC-1.jpg assets/73_deep_rl_q_part2/two-approaches.jpg assets/73_deep_rl_q_part2/Q-learning-1.jpg assets/73_deep_rl_q_part2/Example-6.jpg assets/73_deep_rl_q_part2/Example-3.jpg assets/73_deep_rl_q_part2/TD-3p.jpg assets/73_deep_rl_q_part2/bellman.jpg assets/73_deep_rl_q_part2/Maze-Example-2.jpg assets/73_deep_rl_q_part2/TD-2.jpg assets/73_deep_rl_q_part2/off-on-3.jpg assets/73_deep_rl_q_part2/state-value-function-2.jpg assets/73_deep_rl_q_part2/TD-3.jpg assets/73_deep_rl_q_part2/Summary.jpg assets/73_deep_rl_q_part2/Q-learning-7.jpg assets/73_deep_rl_q_part2/rl-process.jpg assets/73_deep_rl_q_part2/Q-function-2.jpg assets/73_deep_rl_q_part2/monte-carlo-approach.jpg assets/73_deep_rl_q_part2/MC-5p.jpg assets/73_deep_rl_q_part2/off-on-2.jpg assets/73_deep_rl_q_part2/two-types.jpg assets/73_deep_rl_q_part2/two-approaches-2.jpg assets/73_deep_rl_q_part2/MC-4p.jpg assets/73_deep_rl_q_part2/q-ex-8.jpg assets/73_deep_rl_q_part2/Example-4.jpg assets/73_deep_rl_q_part2/Q-function.jpg assets/196_transformers_backend_sglang/thumbnail.jpg assets/inferentia-inference-endpoints/thumbnail.jpg assets/70_sempre_health/thumbnail.jpg assets/70_sempre_health/thumbnailprezi.jpg assets/65_series_c/thumbnail.jpg assets/llama2/thumbnail.jpg assets/gemma/thumbnail.jpg assets/93_deep_rl_ppo/lpg.jpg assets/93_deep_rl_ppo/unclipped2.jpg assets/93_deep_rl_ppo/unclipped1.jpg assets/93_deep_rl_ppo/ratio2.jpg assets/93_deep_rl_ppo/cliff.jpg assets/93_deep_rl_ppo/ppo-objective.jpg assets/93_deep_rl_ppo/recap.jpg assets/93_deep_rl_ppo/unclipped.jpg assets/93_deep_rl_ppo/ppo-surrogate.jpg assets/93_deep_rl_ppo/ratio1.jpg assets/93_deep_rl_ppo/clipped.jpg assets/07_porting_fsmt/stas-bekman-300x300.jpg assets/179_falcon2-11b/thumbnail.jpg assets/159_autogptq_transformers/thumbnail.jpg assets/116_audio_datasets/thumbnail.jpg assets/116_audio_datasets/common_voice.jpg assets/116_audio_datasets/hub_asr_datasets.jpg assets/60_habana/habana.jpg assets/phi2-intel-meteor-lake/02.jpg assets/158_aws_marketplace/04_connect.jpg assets/158_aws_marketplace/03_redirect.jpg assets/158_aws_marketplace/02_subscribe.jpg assets/158_aws_marketplace/07_email.jpg assets/158_aws_marketplace/thumbnail.jpg assets/158_aws_marketplace/06_success.jpg assets/158_aws_marketplace/01_offering.jpg assets/158_aws_marketplace/05_pending.jpg assets/155_inference_endpoints_llm/thumbnail.jpg assets/llama_sagemaker_benchmark/thumbnail.jpg assets/57_ai_residency/residency-thumbnail.jpg assets/111_fine_tune_whisper/thumbnail.jpg assets/111_fine_tune_whisper/select_hi.jpg assets/111_fine_tune_whisper/spectrogram.jpg assets/111_fine_tune_whisper/hf_speech_bench.jpg assets/160_fsdp_llama/thumbnail.jpg assets/58_decision-transformers/thumbnail.jpg assets/gemma2/thumbnail.jpg assets/63_deep_rl_intro/policy_6.jpg assets/63_deep_rl_intro/RL_process.jpg assets/63_deep_rl_intro/value_2.jpg assets/63_deep_rl_intro/policy_1.jpg assets/63_deep_rl_intro/rewards_2.jpg assets/63_deep_rl_intro/deep.jpg assets/63_deep_rl_intro/policy_2.jpg assets/63_deep_rl_intro/OpenAIFive.jpg assets/63_deep_rl_intro/policy_5.jpg assets/63_deep_rl_intro/rewards_4.jpg assets/63_deep_rl_intro/Illustration_2.jpg assets/63_deep_rl_intro/exp_2.jpg assets/63_deep_rl_intro/sars.jpg assets/63_deep_rl_intro/chess.jpg assets/63_deep_rl_intro/policy_3.jpg assets/63_deep_rl_intro/obs_space.jpg assets/63_deep_rl_intro/RL_process_game.jpg assets/63_deep_rl_intro/mario.jpg assets/63_deep_rl_intro/rewards_1.jpg assets/63_deep_rl_intro/stock.jpg assets/63_deep_rl_intro/tasks.jpg assets/63_deep_rl_intro/policy_4.jpg assets/63_deep_rl_intro/pbm_1.jpg assets/63_deep_rl_intro/pbm_2.jpg assets/63_deep_rl_intro/exp_1.jpg assets/63_deep_rl_intro/vbm_1.jpg assets/63_deep_rl_intro/obs_space_recap.jpg assets/63_deep_rl_intro/vbm_2.jpg assets/63_deep_rl_intro/rewards_3.jpg assets/63_deep_rl_intro/Illustration_3.jpg assets/63_deep_rl_intro/value_1.jpg assets/63_deep_rl_intro/self_driving_car.jpg assets/63_deep_rl_intro/expexpltradeoff.jpg assets/63_deep_rl_intro/discount_rewards.jpg assets/63_deep_rl_intro/action_space.jpg assets/63_deep_rl_intro/Illustration_1.jpg assets/47_sb3/repo_id.jpg assets/wuerstchen/thumbnail.jpg assets/70_deep_rl_q_part1/q-ex-7.jpg assets/70_deep_rl_q_part1/two-parts.jpg assets/70_deep_rl_q_part1/Example-5.jpg assets/70_deep_rl_q_part1/two-approaches-3.jpg assets/70_deep_rl_q_part1/Q-learning-4.jpg assets/70_deep_rl_q_part1/bellman4.jpg assets/70_deep_rl_q_part1/Example-7.jpg assets/70_deep_rl_q_part1/two_parts.jpg assets/70_deep_rl_q_part1/MC-5.jpg assets/70_deep_rl_q_part1/TD-1p.jpg assets/70_deep_rl_q_part1/TD-1.jpg assets/70_deep_rl_q_part1/Q-learning-8.jpg assets/70_deep_rl_q_part1/Maze-2.jpg assets/70_deep_rl_q_part1/Example-2.jpg assets/70_deep_rl_q_part1/q-ex-3.jpg assets/70_deep_rl_q_part1/TD-2p.jpg assets/70_deep_rl_q_part1/action-state-value-function-2.jpg assets/70_deep_rl_q_part1/q-ex-2.jpg assets/70_deep_rl_q_part1/Q-learning-5.jpg assets/70_deep_rl_q_part1/off-on-1.jpg assets/70_deep_rl_q_part1/Example-1.jpg assets/70_deep_rl_q_part1/bellman6.jpg assets/70_deep_rl_q_part1/vbm-1.jpg assets/70_deep_rl_q_part1/q-ex-6.jpg assets/70_deep_rl_q_part1/Maze-1.jpg assets/70_deep_rl_q_part1/summary-learning-mtds.jpg assets/70_deep_rl_q_part1/MC-2.jpg assets/70_deep_rl_q_part1/Maze-3.jpg assets/70_deep_rl_q_part1/state-value-function-1.jpg assets/70_deep_rl_q_part1/action-state-value-function-1.jpg assets/70_deep_rl_q_part1/Q-learning-2.jpg assets/70_deep_rl_q_part1/q-ex-5.jpg assets/70_deep_rl_q_part1/q-ex-4.jpg assets/70_deep_rl_q_part1/bellman3.jpg assets/70_deep_rl_q_part1/bellman2.jpg assets/70_deep_rl_q_part1/MC-3.jpg assets/70_deep_rl_q_part1/link-value-policy.jpg assets/70_deep_rl_q_part1/MC-3p.jpg assets/70_deep_rl_q_part1/off-on-4.jpg assets/70_deep_rl_q_part1/bellman5.jpg assets/70_deep_rl_q_part1/Q-learning-6.jpg assets/70_deep_rl_q_part1/MC-4.jpg assets/70_deep_rl_q_part1/policy.jpg assets/70_deep_rl_q_part1/q-ex-1.jpg assets/70_deep_rl_q_part1/Q-learning-3.jpg assets/70_deep_rl_q_part1/MC-1.jpg assets/70_deep_rl_q_part1/two-approaches.jpg assets/70_deep_rl_q_part1/Q-learning-1.jpg assets/70_deep_rl_q_part1/Example-6.jpg assets/70_deep_rl_q_part1/Example-3.jpg assets/70_deep_rl_q_part1/TD-3p.jpg assets/70_deep_rl_q_part1/bellman.jpg assets/70_deep_rl_q_part1/Maze-Example-2.jpg assets/70_deep_rl_q_part1/TD-2.jpg assets/70_deep_rl_q_part1/off-on-3.jpg assets/70_deep_rl_q_part1/state-value-function-2.jpg assets/70_deep_rl_q_part1/TD-3.jpg assets/70_deep_rl_q_part1/Summary.jpg assets/70_deep_rl_q_part1/Q-learning-7.jpg assets/70_deep_rl_q_part1/rl-process.jpg assets/70_deep_rl_q_part1/Q-function-2.jpg assets/70_deep_rl_q_part1/monte-carlo-approach.jpg assets/70_deep_rl_q_part1/MC-5p.jpg assets/70_deep_rl_q_part1/off-on-2.jpg assets/70_deep_rl_q_part1/two-types.jpg assets/70_deep_rl_q_part1/two-approaches-2.jpg assets/70_deep_rl_q_part1/MC-4p.jpg assets/70_deep_rl_q_part1/q-ex-8.jpg assets/70_deep_rl_q_part1/Example-4.jpg assets/70_deep_rl_q_part1/Q-function.jpg assets/tiny-agents/thumbnail.jpg assets/75_hugging_face_endpoints_on_azure/01.jpg assets/75_hugging_face_endpoints_on_azure/03.jpg assets/75_hugging_face_endpoints_on_azure/04.jpg assets/75_hugging_face_endpoints_on_azure/02.jpg assets/75_hugging_face_endpoints_on_azure/05.jpg assets/160_codellama/thumbnail.jpg assets/train-dgx-cloud/thumbnail.jpg assets/11_zero_deepspeed_fairscale/stas-bekman-300x300.jpg assets/sagemaker-huggingface-embedding/thumbnail.jpg assets/165_ai_comic_factory/thumbnail.jpg assets/156_ai_webtv/thumbnail.jpg assets/sdxl-jax/thumbnail.jpg assets/109_inference_endpoints/food.jpg assets/game-jam-first-edition-results/thumbnail.jpg assets/33_large_language_models/01_model_size.jpg assets/147_falcon/falcon_thumbnail.jpg assets/106_zero_shot_eval_on_the_hub/zeroshot.jpg assets/175_text_generation_inference_on_inferentia2/thumbnail.jpg assets/153_text_to_webapp/thumbnail.jpg assets/sd_dreambooth_training/thumbnail.jpg assets/126_paddlepaddle/thumbnail.jpg assets/159_safecoder/thumbnail.jpg assets/13_simple-considerations/henry-co-3coKbdfnAFg-unsplash.jpg assets/keras-llama-32/thumbnail.jpg assets/gemma-july-update/thumbnail.jpg assets/pollen-vision/thumbnail.jpg assets/aya-expanse/thumbnail.jpg assets/06_ray_tune/ray-hf.jpg assets/if/thumbnail.jpg assets/89_deep_rl_a2c/step1.jpg assets/89_deep_rl_a2c/advantage1.jpg assets/89_deep_rl_a2c/step5.jpg assets/89_deep_rl_a2c/ac.jpg assets/89_deep_rl_a2c/thumbnail.jpg assets/89_deep_rl_a2c/step3.jpg assets/89_deep_rl_a2c/step4.jpg assets/89_deep_rl_a2c/variance.jpg assets/89_deep_rl_a2c/advantage2.jpg assets/89_deep_rl_a2c/step2.jpg assets/71_ethical-charter/thumbnail.jpg assets/163_overview_quantization_transformers/thumbnail.jpg assets/78_deep_rl_dqn/qtarget-1.jpg assets/78_deep_rl_dqn/sampling-training.jpg assets/78_deep_rl_dqn/qtarget-3.jpg assets/78_deep_rl_dqn/temporal-limitation-2.jpg assets/78_deep_rl_dqn/qtarget-4.jpg assets/78_deep_rl_dqn/qtarget-2.jpg assets/78_deep_rl_dqn/deep-q-network.jpg assets/78_deep_rl_dqn/fixed-q-target-pseudocode.jpg assets/78_deep_rl_dqn/atari.jpg assets/78_deep_rl_dqn/Q-target.jpg assets/78_deep_rl_dqn/experience-replay.jpg assets/78_deep_rl_dqn/double-dqn-pseudocode.jpg assets/78_deep_rl_dqn/preprocessing.jpg assets/78_deep_rl_dqn/experience-replay-pseudocode.jpg assets/78_deep_rl_dqn/temporal-limitation.jpg assets/sentiment-analysis-fhe/decrypt.jpg assets/sentiment-analysis-fhe/genkey.jpg assets/sentiment-analysis-fhe/encode.jpg assets/cost_efficient_rag_applications_with_intel/main.jpg assets/mixtral/thumbnail.jpg assets/162_falcon_180b/thumbnail.jpg assets/85_policy_gradient/hamster3.jpg assets/85_policy_gradient/policy.jpg assets/85_policy_gradient/hamster2.jpg assets/85_policy_gradient/pbm_2.jpg assets/85_policy_gradient/pg.jpg assets/85_policy_gradient/hamster1.jpg assets/85_policy_gradient/objective.jpg assets/85_policy_gradient/pg_bigpicture.jpg assets/78_annotated-diffusion/unet_architecture.jpg assets/llama32/thumbnail.jpg assets/60_carbon_emissions_on_the_hub/thumbnail.jpg assets/llama31/thumbnail.jpg assets/86_bloom/bloom-examples.jpg assets/68_gradio_blocks/mindseye-lite.jpg assets/68_gradio_blocks/lion.jpg assets/68_gradio_blocks/dalle.jpg assets/54_image_search_datasets/steam_engine_search_results.jpg assets/54_image_search_datasets/an_animal.jpg assets/54_image_search_datasets/dataset_image.jpg assets/54_image_search_datasets/an_empty_abyss.jpg assets/54_image_search_datasets/spaces_image_search.jpg assets/54_image_search_datasets/search_result.jpg assets/54_image_search_datasets/cat_or_dog.jpg assets/54_image_search_datasets/sun_behind_mountain.jpg assets/54_image_search_datasets/image_example.jpg assets/54_image_search_datasets/musical_instrument.jpg assets/54_image_search_datasets/guitar.jpg assets/52_bert_101/thumbnail.jpg assets/cloudflare-workers-ai/thumbnail.jpg assets/173_gcp-partnership/thumbnail.jpg assets/smolagents-phoenix/thumbnail.jpg assets/dell-enterprise-hub/thumbnail.jpg assets/124_ml-for-games/thumbnail-3d.jpg assets/tgi-messages-api/thumbnail.jpg assets/inference-providers/welcome-fireworks.jpg assets/inference-providers/welcome-groq.jpg assets/inference-providers/welcome-featherless.jpg assets/97_vision_transformers/thumbnail.jpg assets/97_vision_transformers/x-ray-images.jpg assets/microsoft-collaboration/thumbnail.jpg assets/168_inference_endpoints_embeddings/thumbnail.jpg assets/fastrtc/fastrtc_logo.jpg assets/51_fine_tune_vit/vit-figure.jpg assets/51_fine_tune_vit/vit-thumbnail.jpg assets/51_fine_tune_vit/example-leaf.jpg assets/51_fine_tune_vit/leaf-grid.jpg assets/53_constrained_beam_search/cbeam_2.jpg assets/53_constrained_beam_search/cbeam_3.jpg assets/53_constrained_beam_search/beam_2.jpg assets/53_constrained_beam_search/cbeam_1.jpg assets/53_constrained_beam_search/beam_1.jpg - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.gif files (56): assets/87_datasets-docs-update/thumbnail.gif assets/deploy-with-openvino/demo.gif assets/73_deep_rl_q_part2/envs.gif assets/73_deep_rl_q_part2/thumbnail.gif assets/73_deep_rl_q_part2/frozen_lake.gif assets/193_l2d/lerobot-driver.gif assets/41_perceiver/reconstructed_video.gif assets/41_perceiver/original_video.gif assets/96_hf_bitsandbytes_integration/out-quant.gif assets/96_hf_bitsandbytes_integration/Mixed-int8.gif assets/155_inference_endpoints_llm/js-stream.gif assets/155_inference_endpoints_llm/python-stream.gif assets/59_opinion-classification-with-kili/5.gif assets/58_decision-transformers/dt-architecture.gif assets/58_decision-transformers/offlinevsonlinerl.gif assets/74_tapex/procedure.gif assets/63_deep_rl_intro/dota2.gif assets/107_launching_doi/doi.gif assets/12_ray_rag/rag_gif.gif assets/37_data-measurements-tool/basics_scroll.gif assets/47_sb3/spaceinvaders.gif assets/47_sb3/lunarlander.gif assets/70_deep_rl_q_part1/envs.gif assets/70_deep_rl_q_part1/thumbnail.gif assets/70_deep_rl_q_part1/frozen_lake.gif assets/28_gradio-spaces/imagenet-demo.gif assets/28_gradio-spaces/spaces-demo-finalized.gif assets/156_ai_webtv/thumbnail.gif assets/27_summer_at_huggingface/summer_intro.gif assets/27_summer_at_huggingface/autonlp.gif assets/27_summer_at_huggingface/likes_animation.gif assets/101_train-decision-transformers/thumbnail.gif assets/159_safecoder/coding-example.gif assets/43_autonlp_prodigy/prodigy.gif assets/89_deep_rl_a2c/thumbnail.gif assets/18_big_bird/graph.gif assets/18_big_bird/block-sparse-attn.gif assets/01_how-to-train/tokenizers-fast.gif assets/78_deep_rl_dqn/thumbnail.gif assets/78_deep_rl_dqn/atari-envs.gif assets/85_policy_gradient/envs.gif assets/85_policy_gradient/thumbnail.gif assets/78_annotated-diffusion/diffusion-sweater.gif assets/39_introducing_snowball_fight/snowballfight.gif assets/22_gradio/recording-22.gif assets/22_gradio/recording-24.gif assets/22_gradio/recording-21.gif assets/22_gradio/recording-20.gif assets/85_sentiment_analysis_twitter/google-sheets-results-cropped-cut.gif assets/85_sentiment_analysis_twitter/zapier-add-to-google-sheets-cropped-cut.gif assets/85_sentiment_analysis_twitter/zapier-getting-tweets-cropped-cut-optimized.gif assets/85_sentiment_analysis_twitter/zap-turn-on-cut-optimized.gif assets/85_sentiment_analysis_twitter/zapier-analyze-tweets-cropped-cut-optimized.gif assets/29_streamlit-spaces/streamlit-dataset-vid.gif assets/29_streamlit-spaces/streamlit.gif assets/arxiv/recording.gif - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.jpeg files (29): assets/61_ml_director_insights/Li-Tan.jpeg assets/61_ml_director_insights/Eric-Golinko.jpeg assets/61_ml_director_insights/Archi-Mitra.jpeg assets/61_ml_director_insights/Alina-Zare.jpeg assets/61_ml_director_insights/Nathan-Cahill.jpeg assets/intel-protein-language-model-protst/01.jpeg assets/41_perceiver/flow_legend.jpeg assets/96_hf_bitsandbytes_integration/tim.jpeg assets/helmet/logo.jpeg assets/107_launching_doi/cite-modal.jpeg assets/107_launching_doi/thumbnail.jpeg assets/64_fastai/cat.jpeg assets/184_zero_shot_docmatix/thumb.001.jpeg assets/patchtsmixer/thumbnail.jpeg assets/beating-gaia/thumbnail.jpeg assets/106_japanese_stable_diffusion/jsd-stage1.jpeg assets/106_japanese_stable_diffusion/sd.jpeg assets/106_japanese_stable_diffusion/jsd_thumbnail.jpeg assets/106_japanese_stable_diffusion/jsd-stage2.jpeg assets/27_summer_at_huggingface/spacy_ner.jpeg assets/112_document-ai/table.jpeg assets/78_annotated-diffusion/output_cats.jpeg assets/78_ml_director_insights/Soumitri-Kolavennu.jpeg assets/78_ml_director_insights/Debanjan-Mahata.jpeg assets/78_ml_director_insights/Ioannis-Bakagiannis.jpeg assets/67_ml_director_insights/Cao-Danica-Xiao.jpeg assets/67_ml_director_insights/Martin-Ostrovsky.jpeg assets/67_ml_director_insights/Omar-Rahman.jpeg assets/67_ml_director_insights/Raphael-Cohen.jpeg - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.yaml files (11): zh/_blog.yml zh/_events.yml zh/_tags.yml zh/_redirects.yml fr/_blog.yml fr/_tags.yml .github/workflows/validate-yaml.yml _blog.yml _events.yml _tags.yml _redirects.yml - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.pdf files (6): assets/92_us_national_ai_research_resource/Hugging_Face_NAIRR_RFI_2022.pdf assets/164_ethics-soc-5/meg_dem_caucus.pdf assets/164_ethics-soc-5/clem_ai_insight_forum.pdf assets/164_ethics-soc-5/why_open.pdf assets/151_policy_ntia_rfc/HF_NTIA_RFC.pdf assets/eu_ai_act_oss/supporting_OS_in_the_AIAct.pdf - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.mp4 files (4): assets/58_decision-transformers/walker2d-expert.mp4 assets/63_deep_rl_intro/lunarlander.mp4 assets/101_train-decision-transformers/replay.mp4 assets/82_eval_on_the_hub/autoeval-demo.mp4 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *. files (3): assets/93_deep_rl_ppo/test assets/101_train-decision-transformers/file assets/89_deep_rl_a2c/test - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.gitkeep files (3): assets/nvidia-training-cluster/.gitkeep assets/azure-ai-foundry/.gitkeep assets/dell-ai-applications/.gitkeep - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.jfif files (3): assets/63_deep_rl_intro/stock.jfif assets/63_deep_rl_intro/exp_1.jfif assets/21_bert_cpu_scaling_part_1/imgs/intel_multi_inference_streams.jfif - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.webp files (1): assets/inference-providers/second-batch-thumbnail.webp - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *.key files (1): assets/18_big_bird/bigbird.key - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -