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057daef778
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OpenAI Compatible Frontend (#116)
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2023-05-23 21:39:50 -07:00 |
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e86717833d
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Incrementally decode output tokens (#121)
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2023-05-23 20:46:32 -07:00 |
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aedba6d5ec
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Print warnings/errors for large swap space (#123)
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2023-05-23 18:22:26 -07:00 |
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a283ec2eec
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Add contributing guideline and mypy config (#122)
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2023-05-23 17:58:51 -07:00 |
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3f942acfe1
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Fix latency benchmark script (#118)
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2023-05-22 17:03:40 -07:00 |
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655a5e48df
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Introduce LLM class for offline inference (#115)
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2023-05-21 17:04:18 -07:00 |
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f746ced08d
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Implement stop strings and best_of (#114)
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2023-05-21 11:18:00 -07:00 |
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c3442c1f6f
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Refactor system architecture (#109)
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2023-05-20 13:06:59 -07:00 |
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7297fa6f7c
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Remove unused parts in Megatron-LM code and add copyright notice (#110)
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2023-05-20 09:11:34 -06:00 |
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b7955ef17b
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Fix timeout error in the FastAPI frontend (#34)
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2023-05-19 14:00:46 -06:00 |
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f756799b84
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Use runtime profiling to replace manual memory analyzers (#81)
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2023-05-19 11:35:44 -06:00 |
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b322fd1607
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Add docstrings to some modules and classes (#100)
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2023-05-14 22:32:38 -07:00 |
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667ba3995c
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Add copyright headers to source files adapted from FT (#104)
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2023-05-14 22:19:19 -07:00 |
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707ec647bb
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Add copyright headers for HF models (#103)
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2023-05-14 21:54:32 -07:00 |
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6208d622ca
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Minor code cleaning for SamplingParams (#99)
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2023-05-12 18:07:09 -07:00 |
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42f1042e1c
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Enhance SamplingParams (#96)
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2023-05-11 15:45:30 -07:00 |
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55f8b0a5de
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Implement presence and frequency penalties (#95)
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2023-05-10 23:39:12 -07:00 |
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9f88db35da
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Support top-k sampling (#94)
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2023-05-10 12:51:36 -07:00 |
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ae356774ab
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Avoid sorting waiting queue & Minor code cleaning (#93)
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2023-05-10 01:57:07 -07:00 |
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e331957784
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Log system stats (#90)
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2023-05-10 01:06:53 -07:00 |
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8d66a7b6d7
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Rename variables and methods (#91)
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2023-05-10 00:58:31 -07:00 |
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85eb631839
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Use slow tokenizer for LLaMA (#84)
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2023-05-09 16:03:44 -07:00 |
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add055e151
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Enhance model loader (#83)
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2023-05-09 15:46:42 -07:00 |
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7c041ab578
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Refactor system architecture (#82)
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2023-05-09 15:30:12 -07:00 |
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8917782af6
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Add a system logger (#85)
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2023-05-08 23:03:35 -07:00 |
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c84e924287
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[Minor] Fix a dtype bug (#79)
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2023-05-06 02:12:12 -07:00 |
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c9d5b6d4a8
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Replace FlashAttention with xformers (#70)
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2023-05-05 02:01:08 -07:00 |
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189ae23133
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Use dtype from model config & Add Dolly V2 (#63)
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2023-05-04 03:05:37 -07:00 |
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e548c1488a
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Add support for GPT-2 (#60)
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2023-05-04 02:59:56 -07:00 |
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e070829ae8
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Support bfloat16 data type (#54)
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2023-05-03 14:09:44 -07:00 |
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27f1410d06
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New weight loader without np copy (#52)
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2023-05-03 15:32:04 +08:00 |
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4858f3bb45
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Add an option to launch cacheflow without ray (#51)
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2023-04-30 15:42:17 +08:00 |
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a96d63c21d
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Add support for GPT-NeoX (Pythia) (#50)
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2023-04-28 00:32:10 -07:00 |
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0f4b32199e
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Support various block sizes & Change default block size to 16 (#38)
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2023-04-15 09:03:24 -07:00 |
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84eee24e20
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Collect system stats in scheduler & Add scripts for experiments (#30)
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2023-04-12 15:03:49 -07:00 |
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b9926f7f66
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Support block size 32 (#35)
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2023-04-09 23:07:18 -07:00 |
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ee88a7e5f3
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Add an option to use dummy model weights (#33)
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2023-04-08 23:36:12 -07:00 |
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0f40557af6
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Implement block copy kernel to optimize beam search (#32)
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2023-04-07 17:45:07 -07:00 |
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a490aafa36
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Fix potential bugs in FastAPI frontend and add comments (#28)
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2023-04-06 13:44:24 +08:00 |
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12659a0bd7
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Add CUDA graph-based all reduce launcher (#26)
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2023-04-05 11:16:57 -07:00 |
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897cb2ae28
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Optimize data movement (#20)
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2023-04-02 00:30:17 -07:00 |
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1f01a18d39
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Merge QKV into one linear layer (#15)
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2023-04-02 00:23:29 -07:00 |
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a90c97d727
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Use FP32 for log probabilities (#19)
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2023-03-31 23:33:43 -07:00 |
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09e9245478
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Add custom kernel for RMS normalization (#16)
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2023-04-01 00:51:22 +08:00 |
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c45f3c3ab6
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Optimize tensor parallel execution speed (#17)
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2023-04-01 00:51:08 +08:00 |
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7a7929abe8
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Implement preemption via recomputation & Refactor scheduling logic (#12)
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2023-03-30 14:51:46 -07:00 |
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88c0268a18
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Implement custom kernel for LLaMA rotary embedding (#14)
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2023-03-30 11:04:21 -07:00 |
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80a2f812f1
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Implement LLaMA (#9)
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
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2023-03-30 12:25:32 +08:00 |
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64e0e38314
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Add cache watermark to avoid frequent cache eviction (#11)
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2023-03-29 16:38:48 -07:00 |
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721fa3df15
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FastAPI-based working frontend (#10)
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2023-03-29 14:48:56 +08:00 |
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