{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":694951609,"defaultBranch":"main","name":"text-generation-inference","ownerLogin":"zhangsibo1129","currentUserCanPush":false,"isFork":true,"isEmpty":false,"createdAt":"2023-09-22T03:14:58.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/134488188?v=4","public":true,"private":false,"isOrgOwned":false},"refInfo":{"name":"","listCacheKey":"v0:1696838695.0","currentOid":""},"activityList":{"items":[{"before":"b16ba86d414bd6d25552e926481b30d94cd151c7","after":"d0463ce151d06dee1d3314faf4e018f57579271e","ref":"refs/heads/add_npu_support","pushedAt":"2023-10-09T11:57:18.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"add NPU support","shortMessageHtmlLink":"add NPU support"}},{"before":"5be4046886a49aa608a8a0290fa4a5bdfbc0c8ef","after":"b16ba86d414bd6d25552e926481b30d94cd151c7","ref":"refs/heads/add_npu_support","pushedAt":"2023-10-09T11:44:41.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"add NPU support","shortMessageHtmlLink":"add NPU support"}},{"before":"25bd6b2384b03289863383a43c5240a4058bba60","after":"5be4046886a49aa608a8a0290fa4a5bdfbc0c8ef","ref":"refs/heads/add_npu_support","pushedAt":"2023-10-09T11:24:33.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"add NPU support","shortMessageHtmlLink":"add NPU support"}},{"before":null,"after":"25bd6b2384b03289863383a43c5240a4058bba60","ref":"refs/heads/add_npu_support","pushedAt":"2023-10-09T08:04:55.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"add NPU  support","shortMessageHtmlLink":"add NPU support"}},{"before":"c5de7cd88679bc0331185c9cee75e4f68412243d","after":"00b8f36fba62e457ff143cce35564ac6704db860","ref":"refs/heads/main","pushedAt":"2023-10-09T07:15:19.000Z","pushType":"push","commitsCount":32,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"Prepare for v1.1.1 (#1100)\n\n# What does this PR do?\r\n\r\n<!--\r\nCongratulations! You've made it this far! You're not quite done yet\r\nthough.\r\n\r\nOnce merged, your PR is going to appear in the release notes with the\r\ntitle you set, so make sure it's a great title that fully reflects the\r\nextent of your awesome contribution.\r\n\r\nThen, please replace this with a description of the change and which\r\nissue is fixed (if applicable). Please also include relevant motivation\r\nand context. List any dependencies (if any) that are required for this\r\nchange.\r\n\r\nOnce you're done, someone will review your PR shortly (see the section\r\n\"Who can review?\" below to tag some potential reviewers). They may\r\nsuggest changes to make the code even better. If no one reviewed your PR\r\nafter a week has passed, don't hesitate to post a new comment\r\n@-mentioning the same persons---sometimes notifications get lost.\r\n-->\r\n\r\n<!-- Remove if not applicable -->\r\n\r\nFixes # (issue)\r\n\r\n\r\n## Before submitting\r\n- [ ] This PR fixes a typo or improves the docs (you can dismiss the\r\nother checks if that's the case).\r\n- [ ] Did you read the [contributor\r\nguideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests),\r\n      Pull Request section?\r\n- [ ] Was this discussed/approved via a Github issue or the\r\n[forum](https://discuss.huggingface.co/)? Please add a link\r\n      to it if that's the case.\r\n- [ ] Did you make sure to update the documentation with your changes?\r\nHere are the\r\n[documentation\r\nguidelines](https://github.com/huggingface/transformers/tree/main/docs),\r\nand\r\n[here are tips on formatting\r\ndocstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).\r\n- [ ] Did you write any new necessary tests?\r\n\r\n\r\n## Who can review?\r\n\r\nAnyone in the community is free to review the PR once the tests have\r\npassed. Feel free to tag\r\nmembers/contributors who may be interested in your PR.\r\n\r\n<!-- Your PR will be replied to more quickly if you can figure out the\r\nright person to tag with @\r\n\r\n\r\n@OlivierDehaene OR @Narsil\r\n\r\n -->","shortMessageHtmlLink":"Prepare for v1.1.1 (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"1926502391\" data-permission-text=\"Title is private\" data-url=\"https://github.com/huggingface/text-generation-inference/issues/1100\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/huggingface/text-generation-inference/pull/1100/hovercard\" href=\"https://github.com/huggingface/text-generation-inference/pull/1100\">huggingface#1100</a>)"}},{"before":"649d9754b1d1710ba2cf2f3350dad0397fac211b","after":"9c0f679d1d05b052a8b88b4a4fee142dc130a350","ref":"refs/heads/fix-convert-bug","pushedAt":"2023-09-26T13:04:45.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"Narsil","name":"Nicolas Patry","path":"/Narsil","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/204321?s=80&v=4"},"commit":{"message":"Simpler fix.","shortMessageHtmlLink":"Simpler fix."}},{"before":null,"after":"57433201b2339187c277f2cf514822c102eeba5d","ref":"refs/heads/fix-shared-weights-bug","pushedAt":"2023-09-26T09:58:34.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"Fix shared weights load bug and T5 loading","shortMessageHtmlLink":"Fix shared weights load bug and T5 loading"}},{"before":null,"after":"99da7ce121bfaae61cc147688607585341e8e5a3","ref":"refs/heads/fix-opt-load-bug","pushedAt":"2023-09-26T05:41:45.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"Complete OPT load parameters","shortMessageHtmlLink":"Complete OPT load parameters"}},{"before":"7d0aaede63f3765072e570c1ec08cbfe8c7c425d","after":null,"ref":"refs/heads/fix-opt-load-bug","pushedAt":"2023-09-26T05:36:06.000Z","pushType":"branch_deletion","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"}},{"before":null,"after":"7d0aaede63f3765072e570c1ec08cbfe8c7c425d","ref":"refs/heads/fix-opt-load-bug","pushedAt":"2023-09-26T05:24:30.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"Complete OPTDecoder load parameters","shortMessageHtmlLink":"Complete OPTDecoder load parameters"}},{"before":null,"after":"5f76dae04a7a5dfe24bf2e78892fe6cf29cab432","ref":"refs/heads/support-local-config","pushedAt":"2023-09-26T02:50:52.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"support local model config file","shortMessageHtmlLink":"support local model config file"}},{"before":"123749a3c999e32db798667041a4a9589d217c8e","after":"c5de7cd88679bc0331185c9cee75e4f68412243d","ref":"refs/heads/main","pushedAt":"2023-09-26T02:40:18.000Z","pushType":"push","commitsCount":2,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"Add AWQ quantization inference support (#1019) (#1054)\n\n# Add AWQ quantization inference support\r\n\r\nFixes\r\nhttps://github.com/huggingface/text-generation-inference/issues/781\r\n\r\nThis PR (partially) adds support for AWQ quantization for inference.\r\nMore information on AWQ [here](https://arxiv.org/abs/2306.00978). In\r\ngeneral, AWQ is faster and more accurate than GPTQ, which is currently\r\nsupported by TGI.\r\n\r\nThis PR installs 4-bit GEMM custom CUDA kernels released by AWQ authors\r\n(in `requirements.txt`, just one line change).\r\n\r\nQuick way to test this PR would be bring up TGI as follows:\r\n\r\n```\r\ntext-generation-server download-weights abhinavkulkarni/codellama-CodeLlama-7b-Python-hf-w4-g128-awq\r\n\r\ntext-generation-launcher \\\r\n--huggingface-hub-cache ~/.cache/huggingface/hub/ \\\r\n--model-id abhinavkulkarni/codellama-CodeLlama-7b-Python-hf-w4-g128-awq \\\r\n--trust-remote-code --port 8080 \\\r\n--max-input-length 2048 --max-total-tokens 4096 --max-batch-prefill-tokens 4096 \\\r\n--quantize awq\r\n```\r\n\r\nPlease note:\r\n* This PR was tested with FlashAttention v2 and vLLM.\r\n* This PR adds support for AWQ inference, not quantizing the models.\r\nThat needs to be done outside of TGI, instructions\r\n\r\n[here](https://github.com/mit-han-lab/llm-awq/tree/f084f40bd996f3cf3a0633c1ad7d9d476c318aaa).\r\n* This PR only adds support for `FlashLlama` models for now.\r\n* Multi-GPU setup has not been tested. \r\n* No integration tests have been added so far, will add later if\r\nmaintainers are interested in this change.\r\n* This PR can be tested on any of the models released\r\n\r\n[here](https://huggingface.co/abhinavkulkarni?sort_models=downloads#models).\r\n\r\nPlease refer to the linked issue for benchmarks for\r\n\r\n[abhinavkulkarni/meta-llama-Llama-2-7b-chat-hf-w4-g128-awq](https://huggingface.co/abhinavkulkarni/meta-llama-Llama-2-7b-chat-hf-w4-g128-awq)\r\nvs\r\n\r\n[TheBloke/Llama-2-7b-Chat-GPTQ](https://huggingface.co/TheBloke/Llama-2-7b-Chat-GPTQ).\r\n\r\nPlease note, AWQ has released faster (and in case of Llama, fused)\r\nkernels for 4-bit GEMM, currently at the top of the `main` branch at\r\nhttps://github.com/mit-han-lab/llm-awq, but this PR uses an older commit\r\nthat has been tested to work. We can switch to latest commit later on.\r\n\r\n## Who can review?\r\n\r\n@OlivierDehaene OR @Narsil\r\n\r\n---------\r\n\r\n\r\n\r\n# What does this PR do?\r\n\r\n<!--\r\nCongratulations! You've made it this far! You're not quite done yet\r\nthough.\r\n\r\nOnce merged, your PR is going to appear in the release notes with the\r\ntitle you set, so make sure it's a great title that fully reflects the\r\nextent of your awesome contribution.\r\n\r\nThen, please replace this with a description of the change and which\r\nissue is fixed (if applicable). Please also include relevant motivation\r\nand context. List any dependencies (if any) that are required for this\r\nchange.\r\n\r\nOnce you're done, someone will review your PR shortly (see the section\r\n\"Who can review?\" below to tag some potential reviewers). They may\r\nsuggest changes to make the code even better. If no one reviewed your PR\r\nafter a week has passed, don't hesitate to post a new comment\r\n@-mentioning the same persons---sometimes notifications get lost.\r\n-->\r\n\r\n<!-- Remove if not applicable -->\r\n\r\nFixes # (issue)\r\n\r\n\r\n## Before submitting\r\n- [ ] This PR fixes a typo or improves the docs (you can dismiss the\r\nother checks if that's the case).\r\n- [ ] Did you read the [contributor\r\nguideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests),\r\n      Pull Request section?\r\n- [ ] Was this discussed/approved via a Github issue or the\r\n[forum](https://discuss.huggingface.co/)? Please add a link\r\n      to it if that's the case.\r\n- [ ] Did you make sure to update the documentation with your changes?\r\nHere are the\r\n[documentation\r\nguidelines](https://github.com/huggingface/transformers/tree/main/docs),\r\nand\r\n[here are tips on formatting\r\ndocstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).\r\n- [ ] Did you write any new necessary tests?\r\n\r\n\r\n## Who can review?\r\n\r\nAnyone in the community is free to review the PR once the tests have\r\npassed. Feel free to tag\r\nmembers/contributors who may be interested in your PR.\r\n\r\n<!-- Your PR will be replied to more quickly if you can figure out the\r\nright person to tag with @\r\n\r\n\r\n@OlivierDehaene OR @Narsil\r\n\r\n -->\r\n\r\n---------\r\n\r\nCo-authored-by: Abhinav M Kulkarni <abhinavkulkarni@gmail.com>\r\nCo-authored-by: Abhinav Kulkarni <abhinav@concentric.ai>","shortMessageHtmlLink":"Add AWQ quantization inference support (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"1894321356\" data-permission-text=\"Title is private\" data-url=\"https://github.com/huggingface/text-generation-inference/issues/1019\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/huggingface/text-generation-inference/pull/1019/hovercard\" href=\"https://github.com/huggingface/text-generation-inference/pull/1019\">huggingface#1019</a>) (<a class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"1910906414\" data-permission-text=\"Title is private\" data-url=\"https://github.com/huggingface/text-generation-inference/issues/1054\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/huggingface/text-generation-inference/pull/1054/hovercard\" href=\"https://github.com/huggingface/text-generation-inference/pull/1054\">huggingfac…</a>"}},{"before":null,"after":"649d9754b1d1710ba2cf2f3350dad0397fac211b","ref":"refs/heads/fix-convert-bug","pushedAt":"2023-09-25T02:44:02.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"zhangsibo1129","name":null,"path":"/zhangsibo1129","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/134488188?s=80&v=4"},"commit":{"message":"fix discard_names in safetensors convertion","shortMessageHtmlLink":"fix discard_names in safetensors convertion"}}],"hasNextPage":false,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"djE6ks8AAAADkqZZjwA","startCursor":null,"endCursor":null}},"title":"Activity · zhangsibo1129/text-generation-inference"}