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#15
by nouamanetazi HF staff - opened
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  1. .gitattributes +0 -2
  2. README.md +5 -24
  3. The_Ultra-Scale_Playbook_Training_LLMs_on_GPU_Clusters.pdf +0 -3
  4. assets/{data/fp8/.DS_Store → .DS_Store} +0 -0
  5. assets/audio/5D Parallelism_ Scaling Deep Learning Model Training Strategies.wav +0 -3
  6. assets/audio/Data Parallelism and ZeRO_ Scaling Model Training.wav +0 -3
  7. assets/audio/GPU Deep Dive_ Optimizing Model Performance and Memory Efficiency.wav +0 -3
  8. assets/audio/Single GPU Model Training_ Memory, Batch Size, and Optimization.wav +0 -3
  9. assets/audio/Tensor, Sequence, and Context Parallelism for Distributed Training.wav +0 -3
  10. assets/data/benchmarks/banner.html +0 -0
  11. assets/data/benchmarks/cp_8Bmemoryusage.html +0 -2
  12. assets/data/benchmarks/dp_ourjourney_memoryusage.html +0 -2
  13. assets/data/benchmarks/dp_scaling.html +0 -2
  14. assets/data/benchmarks/memusage_activations.html +1 -1
  15. assets/data/benchmarks/pp_bubblesize.html +0 -2
  16. assets/data/benchmarks/pp_comm_bandwidth.html +0 -2
  17. assets/data/benchmarks/pp_memoryusage.html +0 -2
  18. assets/data/benchmarks/tp_memoryusage.html +0 -2
  19. assets/data/benchmarks/tp_scaling.html +0 -2
  20. assets/data/benchmarks/tp_sp_memoryusage.html +0 -2
  21. assets/data/benchmarks/tp_sp_scaling.html +0 -2
  22. assets/data/benchmarks/zero3_memoryusage.html +0 -2
  23. assets/data/clustering/data.csv +0 -0
  24. assets/data/clustering/info.csv +106 -0
  25. assets/data/fp8/fp8_training_loss_curves.html +0 -0
  26. assets/data/plots/all_dumps_bad/agg_score.json +1 -0
  27. assets/images/256px-PDF.png +0 -3
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  29. assets/images/5d_full.svg +0 -0
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  45. assets/images/memorycoalescing.png +2 -2
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  47. assets/images/profile_trace_annotated.png +0 -3
  48. assets/images/sign-mantissa-exponent.svg +0 -3
  49. assets/images/torch-compile-triton-kernel.png +0 -3
  50. assets/images/torch-compile-triton.png +0 -3
.gitattributes CHANGED
@@ -18,7 +18,6 @@
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  *.parquet filter=lfs diff=lfs merge=lfs -text
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  *.pb filter=lfs diff=lfs merge=lfs -text
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- *.pdf filter=lfs diff=lfs merge=lfs -text
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  *.pickle filter=lfs diff=lfs merge=lfs -text
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  *.pkl filter=lfs diff=lfs merge=lfs -text
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  *.png filter=lfs diff=lfs merge=lfs -text
@@ -32,7 +31,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.tflite filter=lfs diff=lfs merge=lfs -text
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  *.tgz filter=lfs diff=lfs merge=lfs -text
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README.md CHANGED
@@ -1,15 +1,14 @@
1
  ---
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- title: The Ultra-Scale Playbook
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- emoji: 🌌
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- colorFrom: yellow
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  colorTo: purple
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  sdk: static
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- pinned: true
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  license: apache-2.0
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  header: mini
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  app_file: dist/index.html
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- thumbnail: https://huggingface.co/spaces/nanotron/ultrascale-playbook/resolve/main/screenshot.png
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- short_description: The ultimate guide to training LLM on large GPU Clusters
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
@@ -28,21 +27,3 @@ npm run dev
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  npm run build
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  // And commit the dist folder
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  ```
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-
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- ## Loading HTML fragments:
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- There are two way to load HTML fragments:
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- 1. Compile them into html during build time
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- 2. Fetch them and insert them during run-time
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-
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- ## When to use what
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- - Use compile time fragments only on parts which you want to ensure are seen by every user right after page load (e.g logo)
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- - Use run-time fragments for everything else so that the final HTML is of reasonable size (<1MB idealy)
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-
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- ## How to add a new fragment
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- - Add it to the `src/fragments` folder (e.g. `src/fragments/banner.html`)
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- - For run-time fragments, add {{{fragment-name}}} to appropriate place in `src/index.html` (e.g. {{{fragment-banner}}})
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- - For compile-time fragments, add <div id="fragment-name"></div> to `src/index.html` where you want to insert the fragment (e.g. <div id="fragment-banner"></div>)
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-
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-
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- ## How to know which fragments are available
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- - Run `npm run dev` and look at the console for available fragments
 
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  ---
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+ title: Nanotron Gigablogpost
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+ emoji: 🐨
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+ colorFrom: green
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  colorTo: purple
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  sdk: static
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+ pinned: false
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  license: apache-2.0
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  header: mini
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  app_file: dist/index.html
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+ thumbnail: https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1/resolve/main/screenshot.jpeg
 
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  npm run build
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  // And commit the dist folder
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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Git LFS Details

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Binary file (178 kB)
 
assets/images/a0_barrier.png DELETED

Git LFS Details

  • SHA256: eaac3499c92dc9b38b3984cf8ac9e23fdbcb79931fa367f62bbe564eb07bcb1a
  • Pointer size: 130 Bytes
  • Size of remote file: 61 kB
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Git LFS Details

  • SHA256: ddeda70dbd64341c246a1a8027dc660103ba8d865ed14e778add1aec312f641c
  • Pointer size: 130 Bytes
  • Size of remote file: 82.4 kB
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Git LFS Details

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  • Pointer size: 131 Bytes
  • Size of remote file: 124 kB
assets/images/a0_general.png DELETED

Git LFS Details

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  • Pointer size: 130 Bytes
  • Size of remote file: 71.2 kB
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Git LFS Details

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  • Pointer size: 131 Bytes
  • Size of remote file: 164 kB
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Binary file (138 kB)
 
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Git LFS Details

  • SHA256: 30f82f3f320968ccf830b5148c7a780d102a3e2c124d3a3654ac546887532b09
  • Pointer size: 131 Bytes
  • Size of remote file: 140 kB
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Git LFS Details

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Git LFS Details

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  • Size of remote file: 171 kB
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Git LFS Details

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  • Pointer size: 130 Bytes
  • Size of remote file: 72.1 kB
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Git LFS Details

  • SHA256: 3de739419df02726a0fc56a0099cb36db2fbb00f2924c48b08552d452009effc
  • Pointer size: 131 Bytes
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Git LFS Details

  • SHA256: 801f674da0891f89cfa79a5a6dca52c686bdb1159b965a0ab60e0ea2b936a9e5
  • Pointer size: 131 Bytes
  • Size of remote file: 255 kB

Git LFS Details

  • SHA256: 96ed02089819123c2ec48b178d4b673cc4f628f4c903f02ad98c5588cf3e1931
  • Pointer size: 131 Bytes
  • Size of remote file: 155 kB
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Git LFS Details

  • SHA256: b079e5968c1ddfff6f0f663db43f6fb9715240e92dd455875194575eb4c98313
  • Pointer size: 130 Bytes
  • Size of remote file: 94.3 kB
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Git LFS Details

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  • Pointer size: 131 Bytes
  • Size of remote file: 995 kB
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Git LFS Details

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assets/images/torch-compile-triton.png DELETED

Git LFS Details

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  • Size of remote file: 102 kB