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Implement LLaMA #9
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@zhuohan123 Please feel free to approve and merge this PR once you think it's ready. |
zhuohan123
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Mar 29, 2023
v1nc3nt27
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Sep 12, 2023
dont error if user doesnt have kernels installed
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zeroorhero
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Sep 23, 2024
Kuntai disagg refactor
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juncgu
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Suggestion: Generalize/streamline async loading (remote prefill) side
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zyongye
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* code from ds Signed-off-by: youkaichao <youkaichao@gmail.com> * doc from ds Signed-off-by: youkaichao <youkaichao@gmail.com> * Fixes for support_materials/2-tilelang/ Signed-off-by: mgoin <mgoin64@gmail.com> * Fix example 1 Signed-off-by: mgoin <mgoin64@gmail.com> * Fix Einsum in deepgemm * Fix `libc10.so` unimported error * fix reference code Signed-off-by: youkaichao <youkaichao@gmail.com> * adding missing indexer args * passing index args into the module * init Signed-off-by: Chen Zhang <zhangch99@outlook.com> * build indexer k cache medadata * prefill indexer, but weight_proj will output -inf * unqiantized paged indexer, still have -inf issue * remove support material * adding topk_indices mask * add weight scale * unittest infrastructure and fix weight_proj, numeric error due to quantization * varlen prefill passed * paged prefill * add indices mask --------- Signed-off-by: youkaichao <youkaichao@gmail.com> Signed-off-by: mgoin <mgoin64@gmail.com> Signed-off-by: Chen Zhang <zhangch99@outlook.com> Co-authored-by: youkaichao <youkaichao@gmail.com> Co-authored-by: mgoin <mgoin64@gmail.com> Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com> Co-authored-by: Chen Zhang <zhangch99@outlook.com>
isaick
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Oct 19, 2025
uvloop fix for throughput.py
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yma11
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Nov 10, 2025
* add wf8af8 pass Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com> * remove redundant func Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com> * add env into vllm.envs Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com> --------- Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
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dik654
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Nov 18, 2025
…ections Manufacturing enhancements: - Add complete Vision Inspection MCP with Vision AI defect detection - Add Manufacturing MES MCP with PostgreSQL integration - Include detailed defect classification and statistics - Add ROI analysis showing 78% cost reduction and 99.6% time savings Healthcare enhancements: - Enhance existing Medical OCR, Drug Interaction, and EHR MCPs - Add ROI analysis showing 97.2% time reduction - Include medical accident prevention benefits (5억원 annual savings) - Demonstrate HIPAA-compliant prescription OCR workflow Summary: - Sections vllm-project#5-8: Fully detailed implementations (2,000+ lines each) - Sections vllm-project#9-10: Enhanced with complete code + ROI - Sections vllm-project#11-20+: Comprehensive summaries covering all major industries - Total guide provides 20+ real-world MCP + Agent architecture patterns
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TODO: