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Tricks from OpenAI gpt-oss YOU 🫵 can use with transformers

Hugging Face · published 11 September 2025

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31 Jan 2026
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31 Jan 2026
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djdumpling.github.io
frontier model training methodologies Read at the source ↗
31 Jan 2026

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https://huggingface.co/collections/openai/gpt-oss-68911959590a1634ba11c7a4
huggingface.co
https://github.com/huggingface/transformers/
github.com
https://github.com/ml-explore/mlx-lm/pull/354
github.com
https://github.com/ggml-org/llama.cpp/discussions/15396
github.com
https://docs.vllm.ai/projects/recipes/en/latest/OpenAI/GPT-OSS.html
docs.vllm.ai
Learn the Hugging Face Kernel Hub in 5 Minutes Read at the source ↗
huggingface.co
https://github.com/huggingface/transformers/blob/0f1b128d3359a26bd18be99c26d7f04fb3cba914/src/transformers/models/gpt_oss/modeling_gpt_oss.py
github.com
https://github.com/huggingface/transformers/blob/0f1b128d3359a26bd18be99c26d7f04fb3cba914/src/transformers/models/gpt_oss/modular_gpt_oss.py
github.com
https://huggingface.co/kernels-community/vllm-flash-attn3
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https://huggingface.co/datasets/ariG23498/faster-transformers-scripts/blob/main/benchmark-kernels-with-without.py
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https://huggingface.co/MaartenGr
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https://github.com/huggingface/transformers/blob/0997c2f2ab08c32c8e2f90aaad06e29a7108535b/src/transformers/quantizers/quantizer_mxfp4.py
github.com
https://github.com/huggingface/transformers/blob/0997c2f2ab08c32c8e2f90aaad06e29a7108535b/src/transformers/integrations/mxfp4.py
github.com
https://github.com/huggingface/transformers/pull/40176
github.com
https://huggingface.co/datasets/ariG23498/faster-transformers-scripts/blob/main/memory-requirements-quantized-vs-dequantized.py
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https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/quantization.png
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https://huggingface.co/datasets/ariG23498/faster-transformers-scripts/blob/main/benchmark-mxfp4-kernels.py
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https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/tgi/TP.png
huggingface.co
https://huggingface.co/docs/huggingface_hub/en/guides/jobs
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https://huggingface.co/docs/huggingface_hub/guides/jobs
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https://huggingface.co/spaces/nanotron/ultrascale-playbook?section=a0:_parallel_programming_crash_course
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https://stackoverflow.com/questions/78852192/choose-available-gpu-devices-with-device-map
stackoverflow.com
https://huggingface.co/docs/transformers/en/perf_infer_gpu_multi
huggingface.co
https://huggingface.co/spaces/nanotron/ultrascale-playbook?section=tensor_parallelism
huggingface.co
https://github.com/huggingface/transformers/blob/64ae6e6b1de2c6822a53be46aba9db68f75ec595/src/transformers/cache_utils.py
github.com
https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/mistral-dynamic-cache-with-config.png
huggingface.co
https://github.com/huggingface/transformers/pull/40039
github.com
https://huggingface.co/docs/transformers/en/model_doc/mistral
huggingface.co
https://www.ai21.com/blog/rise-of-hybrid-llms/
ai21.com
https://blog.vllm.ai/2025/08/05/gpt-oss.html
blog.vllm.ai
https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/dynamic-cache.png
huggingface.co
https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/prefill-tokens.png
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https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/static-batching.png
huggingface.co
https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/dynamic-batching.png
huggingface.co
https://github.com/huggingface/transformers/blob/0f1b128d3359a26bd18be99c26d7f04fb3cba914/examples/pytorch/continuous_batching_simple.py
github.com
https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/faster-transformers/cb-sb.png
huggingface.co
https://huggingface.co/datasets/ariG23498/faster-transformers-scripts/blob/main/sb-bench.py
huggingface.co
https://huggingface.co/datasets/ariG23498/faster-transformers-scripts/blob/main/cb-bench.py
huggingface.co
https://github.com/huggingface/transformers/pull/36380
github.com
https://x.com/LysandreJik/status/1933201171130593530
x.com
The Transformers Library: standardizing model definitions Read at the source ↗
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https://huggingface.co/docs/transformers/index
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https://github.com/huggingface/transformers/releases
github.com
https://github.com/huggingface/gpt-oss-recipes
github.com
Welcome GPT OSS, the new open-source model family from OpenAI! Read at the source ↗
huggingface.co
https://cookbook.openai.com/topic/gpt-oss
cookbook.openai.com
https://x.com/carrigmat/status/1952779877569978797
x.com
https://www.youtube.com/watch?v=bbkcEiUjehk
youtube.com
https://github.com/huggingface/transformers/pull/36335
github.com
https://hanlab.mit.edu/blog/streamingllm
hanlab.mit.edu