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Fixes to support IterableDataset#98

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danielhanchen merged 11 commits into
unslothai:nightlyfrom
marcandrelarochelle:main
Mar 26, 2025
Merged

Fixes to support IterableDataset#98
danielhanchen merged 11 commits into
unslothai:nightlyfrom
marcandrelarochelle:main

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@marcandrelarochelle

@marcandrelarochelle marcandrelarochelle commented Mar 24, 2025

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Description

This PR fixes a bug when using a dataset of type IterableDataset in the dataset_utils.py, method sft_prepare_dataset.

Changes

Instead of using an index to access the test_text, we iterate to the first element using iter

Bug Details

IterableDataset do not have __getitem__ implemented and when using an index to access the first element dataset[0], it would throw an exception.

Solution

Replace dataset[0] with next(iter(dataset)) to access the test_text

Comment on lines +573 to +574
if not isinstance(dataset, IterableDataset):
map_kwargs["num_proc"] = getattr(args, "dataset_num_proc", 2)

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Reason for this is the IterableDataset doesn't take any num_proc arguments

@danielhanchen danielhanchen changed the base branch from main to nightly March 26, 2025 12:04
@danielhanchen

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Appreciate it and thanks a lot!

@danielhanchen danielhanchen merged commit 9f1eaa2 into unslothai:nightly Mar 26, 2025
danielhanchen added a commit that referenced this pull request Mar 26, 2025
* Update dataset_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* gpu_memory_utilization

* Update temporary_patches.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 11, 2025
* Update vision_utils.py

* Update vision_utils.py

* train on completions VLMs

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* VLM train only on completions

* Update loss_utils.py

* Update dataset_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 12, 2025
* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update saving_utils.py

* Update llama_cpp.py

* Update llama_cpp.py

* Update saving_utils.py

* Update saving_utils.py

* Update __init__.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update loss_utils.py

* Update loss_utils.py

* Update llama_cpp.py

* Update loss_utils.py

* Update compiler.py

* Update llama_cpp.py

* Update compiler.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update training_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Revert "Update dataset_utils.py"

This reverts commit 3b690ad.

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Remove prints

* Update compiler.py

* Update saving_utils.py

* Update temporary_patches.py

* Update __init__.py

* Update pyproject.toml

* Update vllm_utils.py

* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 13, 2025
* bug fix #2008 unsloth issue - load_in_4bit = True + fast_inference = True (#79)

* bug fix #2008 unsloth

* non-quant dtype fix

* Update vllm_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update dataset_utils.py

* Update compiler.py

* Update temporary_patches.py

* Gemma 3 fixes

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Gemma 3 fixes

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Swap space reduce

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update __init__.py

---------

Co-authored-by: Mukkesh Ganesh <mukmckenzie@gmail.com>
Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 14, 2025
* Update compiler.py

* Update patching_utils.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* compiler

* Update gradient_checkpointing.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Swap space reduce

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update __init__.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update rl_replacements.py

* Revert "Update rl_replacements.py"

This reverts commit c0a4022.

* Update __init__.py

---------

Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
danielhanchen added a commit that referenced this pull request May 15, 2025
* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* causal mask dtype

* Fix checkpoint and save from local file (#74)

* Enhance gradient checkpointing and add original model ID retrieval in saving utilities

* In case adapter_config.json as well

* Update patching_utils.py

* Update patching_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update loss_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update compiler.py

* Update peft_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update vllm_lora_worker_manager.py

* Update utils.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update dataset_utils.py

* bidirectional attention

* Update vllm_utils.py

* Update __init__.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update vllm_lora_worker_manager.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update loss_utils.py

* Update __init__.py

* fix: AsyncLLMEngine bugs (#82)

* fixed a typo in L119, removing unnecessary len() (#84)

Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>

* Fix gradient checkpointing warning filter implementation

* Input grads fix for gemma3 (#96)

* gemma require gradients fix

* Update peft_utils.py

---------

Co-authored-by: Daniel Han <danielhanchen@gmail.com>

* Update vision_utils.py

* Vision requires grad

* Check SDPA for Mistral / Pixtral

* Update compiler.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update __init__.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vision_utils.py

* Update vllm_utils.py (#99)

Fix bugs in generate_batches.py.Original output = [] will result in duplication of results.

* Update vision_utils.py

* Fixes to support IterableDataset (#98)

* Support Iterable Datasets

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Update dataset_utils.py

* Preserve batch size from iterable dataset

* Preserve batch size from iterable dataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Support train_on_response_only with IterableDataset

* Update vllm_utils.py

* Create vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* Update vllm_rlhf_utils.py

* vLLM for Qwen 3

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update compiler.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Update rl_replacements.py

* Swap space reduce

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update __init__.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update vllm_utils.py

* Update rl_replacements.py

* Update vllm_utils.py

* Update rl_replacements.py

* Revert "Update rl_replacements.py"

This reverts commit c0a4022.

* Update __init__.py

* Update patching_utils.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Fixes

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update compiler.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update compiler.py

* revert

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update temporary_patches.py

* Update __init__.py

* Update compiler.py

* Update temporary_patches.py

* Update compiler.py

* Update temporary_patches.py

---------

Co-authored-by: Edd <68678137+Erland366@users.noreply.github.com>
Co-authored-by: Brad Hilton <brad.hilton.nw@gmail.com>
Co-authored-by: SpaceHunter <30568250+SpaceHunterInf@users.noreply.github.com>
Co-authored-by: Xiaochen Zhu <xz479@cl.cam.ac.uk>
Co-authored-by: Roland Tannous <rolandtannous@gonovel.co>
Co-authored-by: DoubleMathew <mmathew23@gmail.com>
Co-authored-by: Michael Han <107991372+shimmyshimmer@users.noreply.github.com>
Co-authored-by: Qian Wu <121997440+5k5000@users.noreply.github.com>
Co-authored-by: marcandrelarochelle <marcandrelarochelle1820@gmail.com>
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