├── .github └── workflows │ └── tests.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── deepseek_r1_jax ├── .gitignore ├── README.md ├── deepseek_r1_jax │ ├── __init__.py │ ├── chkpt_utils.py │ ├── decode_ragged_dot.py │ ├── model.py │ └── third_party │ │ ├── LICENSE │ │ ├── README.md │ │ ├── __init__.py │ │ ├── configuration_deepseek.py │ │ ├── modeling_deepseek.py │ │ ├── r1_config.json │ │ └── tokenizer │ │ ├── tokenizer.json.gz │ │ └── tokenizer_config.json ├── images │ └── ds_r1_decode_profile_bs8_ctx2048.png ├── main.py ├── pyproject.toml ├── scripts │ ├── convert_hf_r1_checkpoint.py │ ├── get_params_metadata_hf.py │ └── r1_hf_ckpt_params_map.json.gz └── tests │ ├── test_model.py │ ├── test_numerics.py │ └── test_tokenizer.py ├── gpt_oss ├── .gitignore ├── README.md ├── gpt_oss_jax │ ├── chkpt_utils.py │ ├── decode_ragged_dot.py │ └── model.py ├── main.py ├── pyproject.toml ├── scripts │ ├── convert_weights.py │ ├── download_model.py │ └── quantize_model.py └── tests │ └── test_model.py ├── kimi_k2 ├── .gitignore ├── README.md ├── kimi_k2_jax │ ├── __init__.py │ ├── chkpt_utils.py │ ├── decode_ragged_dot.py │ ├── model.py │ └── third_party │ │ ├── LICENSE │ │ ├── README.md │ │ ├── __init__.py │ │ ├── configuration_deepseek.py │ │ ├── k2_config.json │ │ └── modeling_deepseek.py ├── main.py ├── pyproject.toml ├── scripts │ ├── convert_hf_k2_checkpoint.py │ ├── get_params_metadata_hf.py │ └── k2_hf_ckpt_params_map.json.gz └── tests │ └── test_model.py ├── llama3 ├── .gitignore ├── README.md ├── images │ └── llama3_70B_decode_step.png ├── llama3_jax │ ├── __init__.py │ ├── chkpt_utils.py │ ├── llama_convert_utils.py │ ├── model.py │ └── ragged_attention.py ├── main.py ├── pyproject.toml ├── scripts │ ├── convert_weights.py │ ├── download_model.py │ └── quantize_model.py └── tests │ └── test_model.py ├── llama4 ├── .gitignore ├── README.md ├── llama4_jax │ ├── chkpt_utils.py │ ├── decode_ragged_dot.py │ ├── model.py │ └── ragged_attention.py ├── main.py ├── pyproject.toml ├── scripts │ ├── convert_weights.py │ ├── download_model.py │ └── quantize_model.py └── tests │ └── test_model.py ├── misc └── tpu_toolkit.sh ├── multi_host_README.md ├── pyproject.toml ├── qwen3 ├── .gitignore ├── README.md ├── main.py ├── pyproject.toml ├── qwen3_jax │ ├── chkpt_utils.py │ ├── decode_ragged_dot.py │ ├── model.py │ └── ragged_attention.py ├── scripts │ ├── convert_weights.py │ ├── download_model.py │ └── quantize_model.py └── tests │ └── test_model.py └── serving ├── README.md ├── client_demo.py ├── images ├── continuous_batching_30s.svg ├── prefill_8s.svg └── prefix_cache_5s.svg ├── main_serving_ds_r1.py ├── main_serving_gpt_oss.py ├── main_serving_llama3.py ├── pyproject.toml └── serving_jax ├── __init__.py ├── attention_cache_utils.py ├── cross_host.py ├── http_server.py └── serving_loop.py /.github/workflows/tests.yaml: 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