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* Get parallel loader working. Include tests. * Update the tests for parallel loading * Rename env variables. * Add docs for parallel model weight loading. * Touch up parallel model loading docs. * Touch up parallel model loading docs again. * Edit comment in test_modeling_utils_parallel_loading.py * Make sure HF_PARALLEL_LOADING_WORKERS is spelled correctly in modeling_utils.py * Correct times for parallelized loading, previous times were for a "hot" filesystem * Update parallel model loading so the spawn method is encapsulated. DRY up the code by leveraging get_submodule. * Update docs on model loading parallelism so that details on setting the multiprocessing start method are removed, now that the package handles this step internally. * Fix style on model loading parallelism changes. * Merge latest version of master's modeling_utils. * Removed unused variable. * Fix argument packing for the parallel loader. * Fix state dict being undefined in the parallel model loader. * Rename variables used in parallel model loading for clarity. Use get_module_from_name(). * Switch to the use of threads for parallel model loading. * Update docs for parallel loading. * Remove the use of json.loads when evaluating HF_ENABLE_PARALLEL_LOADING. Prefer simple casting. * Move parallelized shard loading into its own function. * Remove use of is_true(). Favor checking env var true values for HF_ENABLE_PARALLEL_LOADING. * Update copyright to 2025 in readme for paralell model loading. * Remove garbage collection line in load_shard_file, implicit garbage collection already occurs. * Run formatter on modeling_utils.py * Apply style fixes * Delete tests/utils/test_modeling_utils_parallel_loading.py --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Cyril Vallez <cyril.vallez@huggingface.co> |
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| environment_variables.md | ||