aws / sagemaker-hyperpod-recipes - File Age & Freshness

File age measurements show the distribution of file ages (days since the first commit) and the file freshness (days since the latest commit).

Summary

Number of files: 116
Daily file updates (only one update per file and date counted): 286
First update: 2024-12-03
Latest update: 2025-04-21
Days between first and latest update: 140 (20 weeks, estimated 100 working days)
Active days (at least one file change): 27
Data:

Organized per file

File Change History Overall

File Age Distribution Overall

Days since first update

There are 116 files with 11,453 lines of code in files.

0 files that are 366+ days old (0 lines of code)
0 files that are 181-365 days old (0 lines of code)
109 files that are 91-180 days old (10,711 lines of code)
2 files that are 31-90 days old (204 lines of code)
5 files that are 1-30 days old (538 lines of code)

Legend:

366+

181-365

91-180

31-90

1-30

explore: grouped by folders | grouped by age

File Freshness Distribution Overall

Days since last update

There are 116 files with 11,453 lines of code in files.

0 files have been last changed 366+ days ago (0 lines of code)
0 files have been last changed 181-365 days ago (0 lines of code)
18 files have been last changed 91-180 days ago (774 lines of code)
92 files have been last changed 31-90 days ago (9,523 lines of code)
6 files have been last changed 1-30 days ago (1,156 lines of code)

Legend:

366+

181-365

91-180

31-90

1-30

explore: grouped by folders | grouped by freshness

File Change History per File Extension

yaml, sh, py, md, txt, gitignore, json, gitmodules, toml

File Age Distribution per Extension

Days since first update

366+

181-365

91-180

31-90

1-30

File Freshness Distribution per Extension

Days since last update

366+

181-365

91-180

31-90

1-30

File Change History per Logical Decomposition

primary

primary (file age distribution)

Days since first update

366+

181-365

91-180

31-90

1-30

primary (file freshness distribution)

Days since last update

366+

181-365

91-180

31-90

1-30

Oldest Files (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
stages.py in launcher/nemo	618	49	2024-12-03	2025-04-17	14	9	arjkrish@amazon.com	rnadimp@amazon.com
main.py in root	195	4	2024-12-03	2025-03-06	4	3	arjkrish@amazon.com	rnadimp@amazon.com
training.yaml in launcher/nemo/k8s_templates/training	178	-	2024-12-03	2025-03-21	4	5	arjkrish@amazon.com	rnadimp@amazon.com
megatron_llama3_1_8b_nemo.yaml in recipes_collection/recipes/training/llama	162	-	2024-12-03	2025-02-19	3	3	arjkrish@amazon.com	35045363+rohithn1@users.nor...
efa.py in launcher	156	-	2024-12-03	2024-12-24	3	3	arjkrish@amazon.com	jesseche@amazon.com
value_validator.py in launcher/config_validator	138	14	2024-12-03	2025-03-07	2	2	arjkrish@amazon.com	htzhong@amazon.com
hf_llama3_8b_seq8k_trn1_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	109	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
sm_jobs.py in template	109	2	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
hf_llama3_2_3b_seq8k_gpu_p5x1_pretrain.yaml in recipes_collection/recipes/training/llama	108	-	2024-12-03	2025-02-25	5	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_2_1b_seq8k_gpu_p5x1_pretrain.yaml in recipes_collection/recipes/training/llama	108	-	2024-12-03	2025-02-25	5	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_70b_seq8k_gpu.yaml in recipes_collection/recipes/training/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_405b_seq128k_gpu_qlora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_405b_seq16k_gpu_qlora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_405b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_405b_seq8k_gpu_qlora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_405b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_8b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_70b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_8b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq16k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/mixtral	105	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq16k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq8k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq8k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_trn1x16_pretrain.yaml in recipes_collection/recipes/training/llama	104	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_trn1x4_pretrain.yaml in recipes_collection/recipes/training/llama	101	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq16k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq8k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com

Files Not Recently Changed (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
__init__.py in launcher	1	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
__init__.py in launcher/nemo	1	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
Chart.yaml in launcher/nemo/k8s_templates/training	5	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
training-config.yaml in launcher/nemo/k8s_templates/training	8	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
custom_allreduce.py in launcher_scripts/custom_script	10	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
slurm.yaml in recipes_collection/cluster	11	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
validations_wrapper.py in root	15	1	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
pyproject.toml in root	15	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
sm_jobs.yaml in recipes_collection/cluster	18	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
launchers.py in launcher/nemo	33	4	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
config_slurm.yaml in launcher_scripts/custom_script	34	-	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
telemetry.py in launcher	78	4	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
recipe_stages.py in launcher/nemo	91	14	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
slurm_launcher.py in launcher/nemo	93	7	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
sm_jobs.py in template	109	2	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
accelerator_devices.py in launcher	82	2	2024-12-03	2024-12-24	3	3	arjkrish@amazon.com	jesseche@amazon.com
efa.py in launcher	156	-	2024-12-03	2024-12-24	3	3	arjkrish@amazon.com	jesseche@amazon.com
constants.py in launcher/nemo	14	-	2024-12-03	2025-01-30	2	3	arjkrish@amazon.com	rnadimp@amazon.com
config.yaml in recipes_collection	24	-	2024-12-03	2025-02-17	3	3	arjkrish@amazon.com	julian1@cimarron.me
train-script-gpu.yaml in launcher/nemo/k8s_templates/training	49	-	2024-12-03	2025-02-17	3	3	arjkrish@amazon.com	julian1@cimarron.me
train-script-trn.yaml in launcher/nemo/k8s_templates/training	88	-	2024-12-03	2025-02-17	3	3	arjkrish@amazon.com	julian1@cimarron.me
megatron_llama3_1_8b_nemo.yaml in recipes_collection/recipes/training/llama	162	-	2024-12-03	2025-02-19	3	3	arjkrish@amazon.com	35045363+rohithn1@users.nor...
falcon.yaml in recipes_collection/recipes/training/custom_model	83	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_2_90b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	86	-	2024-12-03	2025-02-25	4	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_2_11b_seq8k_gpu_p5x4_pretrain.yaml in recipes_collection/recipes/training/llama	86	-	2024-12-03	2025-02-25	4	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq8k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq16k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mistral_7b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mistral	100	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_trn1x4_pretrain.yaml in recipes_collection/recipes/training/llama	101	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_671b_seq8k_gpu_qlora.yaml in recipes_collection/recipes/fine-tuning/deepseek	102	-	2025-02-18	2025-02-25	3	2	rnadimp@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_671b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	102	-	2025-02-18	2025-02-25	3	2	rnadimp@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	104	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	104	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	104	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_70b_seq8k_trn1x16_pretrain.yaml in recipes_collection/recipes/training/llama	104	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq8k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq8k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x7b_seq16k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_mixtral_8x22b_seq8k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-31	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_mixtral_8x22b_seq16k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/mixtral	105	-	2024-12-31	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_mixtral_8x22b_seq16k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/mixtral	105	-	2024-12-03	2025-02-25	3	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_8b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
p4_hf_llama3_70b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_3_70b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com

Most Recently Created Files (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
hf_llama4_17b_16e_seq4k_gpu_lora_text_to_text.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-21	2025-04-21	1	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama4_17b_16e_seq4k_gpu_lora_multimodal_finetuning.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-21	2025-04-21	1	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama4_17b_16e_seq8k_gpu_lora_multimodal_finetuning.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-17	2025-04-21	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_dpo.yaml in recipes_collection/recipes/fine-tuning/llama	110	-	2025-04-09	2025-04-09	1	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama4_17b_16e_seq8k_gpu_lora_text_to_text.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-09	2025-04-17	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_671b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	102	-	2025-02-18	2025-02-25	3	2	rnadimp@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_671b_seq8k_gpu_qlora.yaml in recipes_collection/recipes/fine-tuning/deepseek	102	-	2025-02-18	2025-02-25	3	2	rnadimp@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	104	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	104	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	104	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_70b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_70b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_70b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_3_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_3_70b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_3_70b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_405b_seq32k_gpu_qlora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_3_70b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/llama	106	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_mixtral_8x22b_seq16k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/mixtral	105	-	2024-12-31	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_mixtral_8x22b_seq8k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/mixtral	104	-	2024-12-31	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
stages.py in launcher/nemo	618	49	2024-12-03	2025-04-17	14	9	arjkrish@amazon.com	rnadimp@amazon.com
main.py in root	195	4	2024-12-03	2025-03-06	4	3	arjkrish@amazon.com	rnadimp@amazon.com
training.yaml in launcher/nemo/k8s_templates/training	178	-	2024-12-03	2025-03-21	4	5	arjkrish@amazon.com	rnadimp@amazon.com
megatron_llama3_1_8b_nemo.yaml in recipes_collection/recipes/training/llama	162	-	2024-12-03	2025-02-19	3	3	arjkrish@amazon.com	35045363+rohithn1@users.nor...
efa.py in launcher	156	-	2024-12-03	2024-12-24	3	3	arjkrish@amazon.com	jesseche@amazon.com
value_validator.py in launcher/config_validator	138	14	2024-12-03	2025-03-07	2	2	arjkrish@amazon.com	htzhong@amazon.com
hf_llama3_8b_seq8k_trn1_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	109	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
sm_jobs.py in template	109	2	2024-12-03	2024-12-03	1	1	arjkrish@amazon.com	arjkrish@amazon.com
hf_llama3_2_3b_seq8k_gpu_p5x1_pretrain.yaml in recipes_collection/recipes/training/llama	108	-	2024-12-03	2025-02-25	5	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_2_1b_seq8k_gpu_p5x1_pretrain.yaml in recipes_collection/recipes/training/llama	108	-	2024-12-03	2025-02-25	5	3	arjkrish@amazon.com	rnadimp@amazon.com

Most Recently Changed Files (Top 50)

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
hf_llama4_17b_16e_seq4k_gpu_lora_text_to_text.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-21	2025-04-21	1	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama4_17b_16e_seq8k_gpu_lora_multimodal_finetuning.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-17	2025-04-21	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama4_17b_16e_seq4k_gpu_lora_multimodal_finetuning.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-21	2025-04-21	1	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
stages.py in launcher/nemo	618	49	2024-12-03	2025-04-17	14	9	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama4_17b_16e_seq8k_gpu_lora_text_to_text.yaml in recipes_collection/recipes/fine-tuning/llama	107	-	2025-04-09	2025-04-17	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_dpo.yaml in recipes_collection/recipes/fine-tuning/llama	110	-	2025-04-09	2025-04-09	1	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
training.yaml in launcher/nemo/k8s_templates/training	178	-	2024-12-03	2025-03-21	4	5	arjkrish@amazon.com	rnadimp@amazon.com
value_validator.py in launcher/config_validator	138	14	2024-12-03	2025-03-07	2	2	arjkrish@amazon.com	htzhong@amazon.com
type_validator.py in launcher/config_validator	99	10	2024-12-03	2025-03-07	2	2	arjkrish@amazon.com	htzhong@amazon.com
config_k8s.yaml in launcher_scripts/custom_script	41	-	2024-12-03	2025-03-07	2	2	arjkrish@amazon.com	htzhong@amazon.com
values.yaml in launcher/nemo/k8s_templates/training	36	-	2024-12-03	2025-03-07	4	4	arjkrish@amazon.com	htzhong@amazon.com
k8s.yaml in recipes_collection/cluster	12	-	2024-12-03	2025-03-07	2	2	arjkrish@amazon.com	htzhong@amazon.com
main.py in root	195	4	2024-12-03	2025-03-06	4	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_trn1_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	109	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_2_3b_seq8k_gpu_p5x1_pretrain.yaml in recipes_collection/recipes/training/llama	108	-	2024-12-03	2025-02-25	5	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_2_1b_seq8k_gpu_p5x1_pretrain.yaml in recipes_collection/recipes/training/llama	108	-	2024-12-03	2025-02-25	5	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_70b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	108	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_3_70b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_3_70b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/llama	108	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_p5x16_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_8b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_p5x64_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_8b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_llama3_70b_seq8k_gpu_p5x128_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-31	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_llama3_70b_seq16k_gpu_p5x32_pretrain.yaml in recipes_collection/recipes/training/llama	107	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_32b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	107	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
p4_hf_llama3_70b_seq8k_gpu.yaml in recipes_collection/recipes/training/llama	106	-	2024-12-03	2025-02-25	2	3	arjkrish@amazon.com	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq16k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_llama_8b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-01-30	2025-02-25	3	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq16k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_14b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_1_dot_5b_seq8k_gpu_lora.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	4	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com
hf_deepseek_r1_distilled_qwen_7b_seq8k_gpu_fine_tuning.yaml in recipes_collection/recipes/fine-tuning/deepseek	106	-	2025-02-01	2025-02-25	2	2	35045363+rohithn1@users.nor...	rnadimp@amazon.com