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Extend save_pretrained to offloaded models #27412

Merged
merged 197 commits into from
Jun 7, 2024
Merged

Extend save_pretrained to offloaded models #27412

merged 197 commits into from
Jun 7, 2024

Commits on Jun 6, 2023

  1. added hidden subset

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  2. Merge pull request #1 from blbadger/master 

    added hidden subset
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  3. debugged hidden subset contrastive search

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  4. Merge pull request #2 from blbadger/master 

    debugged hidden subset contrastive search
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  5. added contrastive search compression

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  6. Merge pull request #3 from blbadger/master 

    added contrastive search compression
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  7. debugged compressed contrastive search

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  8. Merge pull request #4 from blbadger/master 

    debugged compressed contrastive search
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Commits on Jun 7, 2023

  1. memory reduction for contrastive search

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  2. Merge pull request #5 from blbadger/master 

    memory reduction for contrastive search
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  3. debugged mem red

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  4. Merge pull request #6 from blbadger/master 

    debugged mem red
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  5. added low memory option feature

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  6. Merge pull request #7 from blbadger/master 

    added low memory option feature
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  7. debugged mem optmimization output stack

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  8. debugged mem optmimization output stack

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  9. Merge pull request #8 from blbadger/master 

    Master
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  10. debugged low mem

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  11. Merge pull request #9 from blbadger/master 

    debugged low mem
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  12. added low mem cache

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  13. Merge pull request #10 from blbadger/master 

    added low mem cache
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  14. fixed 2047 tensor view

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  15. Merge pull request #11 from blbadger/master 

    fixed 2047 tensor view
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  16. debugged 2042 past key val inputs

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  17. Merge pull request #12 from blbadger/master 

    debugged 2042 past key val inputs
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  18. reformatted tensors

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  19. Merge pull request #13 from blbadger/master 

    reformatted tensors
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  20. changed low mem output

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  21. Merge pull request #14 from blbadger/master 

    changed low mem output
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  22. final clean

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Commits on Jun 8, 2023

  1. removed subset hidden csearch

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  2. fixed hidden device

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  3. fixed hidden device

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  4. changed compressor dtype

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  5. removed hstate compression

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  6. integrated csearch in generate

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  7. test csearch integration into generation 

    exit()
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  8. fixed csearch kwarg integration with generation

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  9. final wrap and added doc

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Commits on Jun 15, 2023

  1. Update src/transformers/generation/utils.py 

    Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
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  2. Update src/transformers/generation/utils.py 

    Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
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  3. Update src/transformers/generation/utils.py 

    Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
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Commits on Jun 16, 2023

  1. added debug print

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  2. direct hstate cat

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  3. direct hstate cat

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  4. direct hstate cat debug

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  5. direct hstate cat debug

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  6. expanded full hidden state stack

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  7. expanded full hidden state stack

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  8. matched dims for hstates

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  9. matched dims for hstates

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  10. logits fix

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  11. equality test

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  12. equality hidden debug

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  13. debug

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  14. added prints for debug

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  15. added prints for debug

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  16. equality check

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  17. switched squeeze dim

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  18. input format debug

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  19. tracing top_k_ids

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Commits on Jun 17, 2023

  1. removed trace

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  2. Merge pull request #16 from blbadger/equal-csearch 

    Equal csearch
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  3. Merge branch 'huggingface:main' into main

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  4. added test context

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  5. Merge pull request #17 from blbadger/equal-csearch 

    added test context
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Commits on Jun 18, 2023

  1. added jitter

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  2. added jitter

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  3. added jitter

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  4. returned state

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Commits on Jun 21, 2023

  1. rebuilt past key value reconstruction

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  2. debugged

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  3. cleaned traces

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  4. added selection for pkv

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  5. changed output to dict

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  6. Merge pull request #18 from blbadger/selected-pkv 

    Selected pkv
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  7. cleaned

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  8. cleaned

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  9. Merge pull request #19 from blbadger/selected-pkv 

    Cleaned and formatted
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Commits on Jun 22, 2023

  1. cleaned up contrastive search test

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  2. Merge pull request #20 from blbadger/selected-pkv 

    cleaned up contrastive search test
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Commits on Jul 3, 2023

  1. moved low_memory kwarg

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  2. debugged

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  3. Merge pull request #21 from blbadger/selected-pkv 

    Selected pkv
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  4. changed low mem test batch size to 1

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  5. removed output

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  6. Merge pull request #22 from blbadger/selected-pkv 

    Selected pkv
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  7. debugged test input shape

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  8. Merge pull request #23 from blbadger/selected-pkv 

    debugged test input shape
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  9. reformatted csearch test

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  10. Merge pull request #24 from blbadger/selected-pkv 

    reformatted csearch test
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  11. added trace

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Commits on Jul 4, 2023

  1. removed unsqueeze on final forward pass

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  2. replaced unsqueeze with view

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  3. removed traces

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  4. cleaned

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  5. Merge pull request #25 from blbadger/selected-pkv 

    Cleaned and removed traces
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  6. debugged model kwargs

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  7. Merge pull request #26 from blbadger/selected-pkv 

    debugged model kwargs
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  8. removed special models from test

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  9. Merge pull request #27 from blbadger/selected-pkv 

    removed special models from test
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  10. Merge branch 'main' into main

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Commits on Jul 5, 2023

  1. Merge branch 'huggingface:main' into main

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Commits on Jul 7, 2023

  1. ran make quality

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  2. Merge branch 'huggingface:main' into main

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Commits on Jul 8, 2023

  1. Update src/transformers/generation/configuration_utils.py 

    Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
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  2. Update src/transformers/generation/configuration_utils.py 

    Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
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  3. refactored

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  4. refactored

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  5. refactored

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  6. Merge pull request #28 from blbadger/selected-pkv 

    Refactored
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  7. make fixup

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  8. Merge pull request #29 from blbadger/selected-pkv 

    make fixup
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Commits on Jul 20, 2023

  1. renamed flag sequential

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  2. renamed flag sequential

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  3. Merge pull request #30 from blbadger/selected-pkv 

    Renamed low memory flag
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  4. Merge branch 'huggingface:main' into main

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Commits on Oct 14, 2023

  1. Merge branch 'huggingface:main' into main

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Commits on Nov 8, 2023

  1. Merge branch 'huggingface:main' into main

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  2. iterative onloading

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  3. black style and test utils

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  4. added traces for integrated test

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Commits on Nov 9, 2023

  1. debugged

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  2. added traces

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  3. make style

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  4. removed traces, make style

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Commits on Nov 15, 2023

  1. included suggestions and added test

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  2. debugged test

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  3. added offload module check and make style

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  4. is_accelerate_available and make style

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  5. added test decorator

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  6. changed test model and config spec

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  7. added offload condition

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Commits on Dec 3, 2023

  1. added lazy loading for each shard

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  2. debugged

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  3. modified sharding

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  4. debugged

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  5. added traces

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  6. removed safe serialization

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  7. no index overload;

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  8. trace on safe save ptrs

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  9. added ptr condition

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  10. debugged

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  11. debugged ptr

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  12. moved module map init

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  13. remake shard only for offloaded modules

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Commits on Dec 4, 2023

  1. refactored

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  2. debugged

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  3. refactored

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  4. debugged

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  5. Merge pull request #31 from blbadger/lazy-sharder 

    Lazy onloading during shard saving
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  6. cleaned and make style

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Commits on Dec 7, 2023

  1. Merge branch 'huggingface:main' into extended-save

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  2. Merge branch 'extended-save' of github.com:blbadger/transformers

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  3. cleaned and make style

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  4. added trace

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  5. sparse module map

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  6. debugged

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  7. removed module map conditional

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  8. refactored

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  9. debug

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  10. debugged

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  11. added traces

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Commits on Dec 8, 2023

  1. added shard mem trace

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  2. added shard mem trace

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    blbadger committed Dec 8, 2023
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  3. removed underlying storage check

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  4. refactored

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  5. memory leak removal and make style

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  6. cleaned

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  7. Merge pull request #32 from blbadger/memory-test 

    Memory leak removed
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Commits on Jan 2, 2024

  1. swapped test decs and make style

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  2. Merge branch 'huggingface:main' into extended-save

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Commits on Jan 13, 2024

  1. added mem checks and make style

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  2. Merge branch 'huggingface:main' into extended-save

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Commits on Feb 23, 2024

  1. added free mem warning

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  2. Merge branch 'huggingface:main' into extended-save

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Commits on Apr 3, 2024

  1. implemented some suggestions

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  2. moved onloading to accelerate

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Commits on Apr 10, 2024

  1. Merge branch 'main' into extended-save

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  2. refactored for accelerate integration

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  3. cleaned test

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Commits on Apr 11, 2024

  1. make style

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Commits on Apr 16, 2024

  1. debugged offload map name

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Commits on Apr 17, 2024

  1. cleaned and make style

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Commits on Apr 19, 2024

  1. replaced meta device check for sharding

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  2. cleaned and make style

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Commits on May 30, 2024

  1. Merge branch 'huggingface:main' into extended-save

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Commits on May 31, 2024

  1. implemented some suggestions

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  2. more suggestions

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  3. update warning 

    Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
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    blbadger and SunMarc authored May 31, 2024
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  4. more suggestions

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  5. make style

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  6. new make style

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Commits on Jun 4, 2024

  1. Update src/transformers/modeling_utils.py 

    Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
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    blbadger and SunMarc authored Jun 4, 2024
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  2. Update src/transformers/modeling_utils.py 

    Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
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  3. Update src/transformers/modeling_utils.py 

    Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
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Commits on Jun 6, 2024

  1. Update src/transformers/modeling_utils.py 

    Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
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    blbadger and amyeroberts authored Jun 6, 2024
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