Path	Lines of Code
CHANGELOG.md	96
README.md	349
candle-book/CONTRIBUTING.md	7
candle-book/src/README.md	4
candle-book/src/SUMMARY.md	27
candle-book/src/advanced/mkl.md	1
candle-book/src/apps/README.md	1
candle-book/src/apps/desktop.md	1
candle-book/src/apps/rest.md	1
candle-book/src/apps/wasm.md	1
candle-book/src/chapter_1.md	1
candle-book/src/cuda/README.md	1
candle-book/src/cuda/porting.md	1
candle-book/src/cuda/writing.md	1
candle-book/src/guide/cheatsheet.md	2
candle-book/src/guide/hello_world.md	155
candle-book/src/guide/installation.md	44
candle-book/src/guide/mnist/intro.md	11
candle-book/src/guide/mnist/modeling.md	128
candle-book/src/guide/mnist/saving_loading.md	126
candle-book/src/guide/mnist/training.md	107
candle-book/src/inference/cuda/README.md	1
candle-book/src/inference/cuda/porting.md	1
candle-book/src/inference/cuda/writing.md	1
candle-book/src/inference/hub.md	68
candle-book/src/inference/inference.md	4
candle-book/src/tracing.md	43
candle-book/src/training/finetuning.md	1
candle-book/src/training/mnist.md	7
candle-book/src/training/serialization.md	1
candle-book/src/training/simplified.md	33
candle-book/src/training/training.md	27
candle-core/README.md	2
candle-core/examples/basics.rs	14
candle-core/examples/cuda_basics.rs	20
candle-core/examples/cuda_sum_benchmark.rs	49
candle-core/examples/metal_basics.rs	20
candle-datasets/README.md	1
candle-examples/README.md	1
candle-examples/examples/based/README.md	11
candle-examples/examples/based/main.rs	232
candle-examples/examples/beit/README.md	14
candle-examples/examples/beit/main.rs	62
candle-examples/examples/bert/README.md	70
candle-examples/examples/bert/main.rs	182
candle-examples/examples/bigcode/README.md	15
candle-examples/examples/bigcode/main.rs	131
candle-examples/examples/blip/README.md	15
candle-examples/examples/blip/main.rs	129
candle-examples/examples/chatglm/README.md	9
candle-examples/examples/chatglm/main.rs	200
candle-examples/examples/chinese_clip/README.md	35
candle-examples/examples/chinese_clip/main.rs	185
candle-examples/examples/clip/README.md	29
candle-examples/examples/clip/main.rs	147
candle-examples/examples/codegeex4-9b/README.org	73
candle-examples/examples/codegeex4-9b/main.rs	222
candle-examples/examples/colpali/README.md	15
candle-examples/examples/colpali/main.rs	226
candle-examples/examples/convmixer/README.md	12
candle-examples/examples/convmixer/main.rs	48
candle-examples/examples/convnext/README.md	17
candle-examples/examples/convnext/main.rs	109
candle-examples/examples/csm/README.md	10
candle-examples/examples/csm/main.rs	192
candle-examples/examples/custom-ops/README.md	13
candle-examples/examples/custom-ops/cuda_kernels.rs	1
candle-examples/examples/custom-ops/kernels/layernorm_kernels.cu	31
candle-examples/examples/custom-ops/kernels/reduction_utils.cuh	40
candle-examples/examples/custom-ops/main.rs	18
candle-examples/examples/debertav2/main.rs	303
candle-examples/examples/deepseekv2/README.md	24
candle-examples/examples/deepseekv2/main.rs	240
candle-examples/examples/depth_anything_v2/README.md	8
candle-examples/examples/depth_anything_v2/color_map.rs	40
candle-examples/examples/depth_anything_v2/main.rs	140
candle-examples/examples/dinov2/README.md	14
candle-examples/examples/dinov2/main.rs	48
candle-examples/examples/dinov2reg4/README.md	18
candle-examples/examples/dinov2reg4/main.rs	53
candle-examples/examples/distilbert/README.md	33
candle-examples/examples/distilbert/main.rs	255
candle-examples/examples/efficientnet/README.md	11
candle-examples/examples/efficientnet/main.rs	81
candle-examples/examples/efficientvit/README.md	15
candle-examples/examples/efficientvit/main.rs	83
candle-examples/examples/encodec/README.md	19
candle-examples/examples/encodec/audio_io.rs	249
candle-examples/examples/encodec/main.rs	111
candle-examples/examples/eva2/README.md	14
candle-examples/examples/eva2/main.rs	64
candle-examples/examples/falcon/README.md	7
candle-examples/examples/falcon/main.rs	160
candle-examples/examples/fastvit/README.md	16
candle-examples/examples/fastvit/main.rs	86
candle-examples/examples/flux/README.md	13
candle-examples/examples/flux/main.rs	236
candle-examples/examples/flux/t5_tokenizer.py	4
candle-examples/examples/gemma/README.md	17
candle-examples/examples/gemma/main.rs	344
candle-examples/examples/glm4/README.org	45
candle-examples/examples/glm4/main.rs	197
candle-examples/examples/granite/README.md	13
candle-examples/examples/granite/main.rs	196
candle-examples/examples/gte-qwen/README.md	13
candle-examples/examples/gte-qwen/main.rs	139
candle-examples/examples/helium/README.md	11
candle-examples/examples/helium/main.rs	297
candle-examples/examples/hiera/README.md	15
candle-examples/examples/hiera/main.rs	83
candle-examples/examples/jina-bert/README.md	35
candle-examples/examples/jina-bert/main.rs	175
candle-examples/examples/llama/README.md	7
candle-examples/examples/llama/main.rs	244
candle-examples/examples/llama2-c/main.rs	311
candle-examples/examples/llama2-c/training.rs	59
candle-examples/examples/llama_multiprocess/main.rs	202
candle-examples/examples/llama_multiprocess/model.rs	31
candle-examples/examples/llava/constants.rs	4
candle-examples/examples/llava/conversation.rs	107
candle-examples/examples/llava/image_processor.rs	285
candle-examples/examples/llava/main.rs	290
candle-examples/examples/llava/readme.md	29
candle-examples/examples/mamba-minimal/README.md	10
candle-examples/examples/mamba-minimal/main.rs	227
candle-examples/examples/mamba-minimal/model.rs	177
candle-examples/examples/mamba/README.md	12
candle-examples/examples/mamba/main.rs	242
candle-examples/examples/marian-mt/README.md	27
candle-examples/examples/marian-mt/main.rs	205
candle-examples/examples/marian-mt/python/convert_slow_tokenizer.py	42
candle-examples/examples/marian-mt/python/requirements.txt	22
candle-examples/examples/metavoice/README.md	14
candle-examples/examples/metavoice/main.rs	236
candle-examples/examples/mimi/README.md	16
candle-examples/examples/mimi/audio_io.rs	249
candle-examples/examples/mimi/main.rs	142
candle-examples/examples/mistral/README.md	70
candle-examples/examples/mistral/main.rs	304
candle-examples/examples/mixtral/README.md	20
candle-examples/examples/mixtral/main.rs	201
candle-examples/examples/mnist-training/README.md	12
candle-examples/examples/mnist-training/main.rs	241
candle-examples/examples/mobileclip/README.md	16
candle-examples/examples/mobileclip/main.rs	138
candle-examples/examples/mobilenetv4/README.md	15
candle-examples/examples/mobilenetv4/main.rs	91
candle-examples/examples/mobileone/README.md	16
candle-examples/examples/mobileone/main.rs	80
candle-examples/examples/modernbert/README.md	9
candle-examples/examples/modernbert/main.rs	145
candle-examples/examples/moondream/README.md	21
candle-examples/examples/moondream/main.rs	300
candle-examples/examples/musicgen/README.md	16
candle-examples/examples/musicgen/main.rs	68
candle-examples/examples/musicgen/musicgen_model.rs	407
candle-examples/examples/nvembed_v2/README.md	36
candle-examples/examples/nvembed_v2/main.rs	168
candle-examples/examples/olmo/README.md	27
candle-examples/examples/olmo/main.rs	252
candle-examples/examples/onnx-llm/README.md	7
candle-examples/examples/onnx-llm/main.rs	159
candle-examples/examples/onnx/README.md	30
candle-examples/examples/onnx/main.rs	94
candle-examples/examples/onnx_basics.rs	82
candle-examples/examples/orpheus/README.md	8
candle-examples/examples/orpheus/main.rs	240
candle-examples/examples/paligemma/README.md	23
candle-examples/examples/paligemma/main.rs	239
candle-examples/examples/parler-tts/README.md	16
candle-examples/examples/parler-tts/main.rs	164
candle-examples/examples/phi/README.md	63
candle-examples/examples/phi/main.rs	473
candle-examples/examples/pixtral/README.md	22
candle-examples/examples/pixtral/main.rs	287
candle-examples/examples/quantized-gemma/README.md	14
candle-examples/examples/quantized-gemma/main.rs	285
candle-examples/examples/quantized-phi/README.md	16
candle-examples/examples/quantized-phi/main.rs	279
candle-examples/examples/quantized-qwen2-instruct/README.md	10
candle-examples/examples/quantized-qwen2-instruct/main.rs	276
candle-examples/examples/quantized-qwen3/README.md	10
candle-examples/examples/quantized-qwen3/main.rs	253
candle-examples/examples/quantized-t5/README.md	49
candle-examples/examples/quantized-t5/main.rs	197
candle-examples/examples/quantized/README.md	36
candle-examples/examples/quantized/main.rs	545
candle-examples/examples/qwen/README.md	44
candle-examples/examples/qwen/main.rs	327
candle-examples/examples/recurrent-gemma/README.md	7
candle-examples/examples/recurrent-gemma/main.rs	277
candle-examples/examples/reinforcement-learning/README.md	21
candle-examples/examples/reinforcement-learning/atari_wrappers.py	220
candle-examples/examples/reinforcement-learning/ddpg.rs	484
candle-examples/examples/reinforcement-learning/dqn.rs	71
candle-examples/examples/reinforcement-learning/gym_env.rs	95
candle-examples/examples/reinforcement-learning/main.rs	31
candle-examples/examples/reinforcement-learning/policy_gradient.rs	120
candle-examples/examples/reinforcement-learning/vec_gym_env.rs	83
candle-examples/examples/replit-code/README.md	32
candle-examples/examples/replit-code/main.rs	225
candle-examples/examples/repvgg/README.md	16
candle-examples/examples/repvgg/main.rs	95
candle-examples/examples/resnet/README.md	15
candle-examples/examples/resnet/export_models.py	10
candle-examples/examples/resnet/main.rs	77
candle-examples/examples/rwkv/README.md	15
candle-examples/examples/rwkv/main.rs	232
candle-examples/examples/segformer/README.md	21
candle-examples/examples/segformer/assets/labels.json	752
candle-examples/examples/segformer/main.rs	142
candle-examples/examples/segment-anything/README.md	34
candle-examples/examples/segment-anything/main.rs	149
candle-examples/examples/siglip/README.md	16
candle-examples/examples/siglip/main.rs	189
candle-examples/examples/silero-vad/README.md	12
candle-examples/examples/silero-vad/main.rs	168
candle-examples/examples/snac/audio_io.rs	250
candle-examples/examples/snac/main.rs	169
candle-examples/examples/splade/README.md	20
candle-examples/examples/splade/main.rs	176
candle-examples/examples/stable-diffusion-3/README.md	47
candle-examples/examples/stable-diffusion-3/clip.rs	209
candle-examples/examples/stable-diffusion-3/main.rs	218
candle-examples/examples/stable-diffusion-3/sampling.rs	68
candle-examples/examples/stable-diffusion-3/vae.rs	89
candle-examples/examples/stable-diffusion/README.md	57
candle-examples/examples/stable-diffusion/main.rs	247
candle-examples/examples/stable-lm/README.md	22
candle-examples/examples/stable-lm/main.rs	278
candle-examples/examples/starcoder2/README.md	10
candle-examples/examples/starcoder2/main.rs	215
candle-examples/examples/stella-en-v5/README.md	50
candle-examples/examples/stella-en-v5/main.rs	311
candle-examples/examples/t5/README.md	32
candle-examples/examples/t5/main.rs	304
candle-examples/examples/trocr/image_processor.rs	131
candle-examples/examples/trocr/main.rs	124
candle-examples/examples/trocr/readme.md	24
candle-examples/examples/vgg/README.md	8
candle-examples/examples/vgg/main.rs	59
candle-examples/examples/vit/README.md	16
candle-examples/examples/vit/main.rs	48
candle-examples/examples/whisper-microphone/README.md	11
candle-examples/examples/whisper-microphone/main.rs	594
candle-examples/examples/whisper-microphone/multilingual.rs	134
candle-examples/examples/whisper/README.md	32
candle-examples/examples/whisper/extract_weights.py	9
candle-examples/examples/whisper/main.rs	519
candle-examples/examples/whisper/multilingual.rs	136
candle-examples/examples/whisper/pcm_decode.rs	52
candle-examples/examples/wuerstchen/README.md	19
candle-examples/examples/wuerstchen/main.rs	327
candle-examples/examples/xlm-roberta/Readme.md	45
candle-examples/examples/xlm-roberta/main.rs	223
candle-examples/examples/yi/README.md	9
candle-examples/examples/yi/main.rs	216
candle-examples/examples/yolo-v3/README.md	28
candle-examples/examples/yolo-v3/darknet.rs	293
candle-examples/examples/yolo-v3/extract-weights.py	7
candle-examples/examples/yolo-v3/main.rs	167
candle-examples/examples/yolo-v3/yolo-v3.cfg	648
candle-examples/examples/yolo-v8/README.md	34
candle-examples/examples/yolo-v8/main.rs	392
candle-examples/examples/yolo-v8/model.rs	701
candle-flash-attn/README.md	1
candle-kernels/README.md	3
candle-metal-kernels/README.md	2
candle-metal-kernels/examples/metal_benchmarks.rs	105
candle-nn/README.md	1
candle-nn/examples/basic_optimizer.rs	32
candle-nn/examples/cpu_benchmarks.rs	31
candle-onnx/README.md	15
candle-pyo3/README.md	20
candle-pyo3/_additional_typing/README.md	2
candle-transformers/README.md	1
candle-wasm-examples/bert/README.md	17
candle-wasm-examples/blip/README.md	16
candle-wasm-examples/llama2-c/README.md	30
candle-wasm-examples/moondream/README.md	16
candle-wasm-examples/phi/README.md	17
candle-wasm-examples/segment-anything/README.md	18
candle-wasm-examples/t5/README.md	21
candle-wasm-examples/whisper/README.md	48
candle-wasm-examples/yolo/README.md	29
candle-wasm-tests/README.md	11
candle-wasm-tests/webdriver.json	15