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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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d359cda5fa
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Minor
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2023-03-26 08:00:39 +00:00 |
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2f49f15585
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Support tensor parallel (#2)
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2023-03-21 13:45:42 -07:00 |
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cfae35b861
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Add miscellaneous updates (#8)
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2023-03-13 13:48:38 -07:00 |
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e9d3f2ff77
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Add memory analyzer & utomatically configure KV cache size (#6)
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2023-03-11 23:23:14 -08:00 |
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1a7eb7da61
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Support beam search & parallel generation (#7)
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2023-03-10 09:58:21 -08:00 |
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04e5acc08e
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Fix a bug in 1D input shape (#5)
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2023-03-06 10:05:27 -08:00 |
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3e9f991d6a
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Use FlashAttention for multi_query_kv_attention (#4)
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2023-03-01 21:13:08 -08:00 |
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0deacbce6e
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Implement single_query_cached_kv_attention kernel (#3)
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2023-03-01 15:02:19 -08:00 |
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cbf8779afa
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Fix a bug in tying OPT embeddings (#1)
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2023-02-24 16:29:36 -08:00 |
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6aef2278f4
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[Minor] Fix printing format
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2023-02-24 11:56:06 +00:00 |
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1132fae0ca
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Add Frontend
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2023-02-24 11:46:43 +00:00 |
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46ce1356f7
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Add max_num_steps to SamplingParams
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2023-02-24 11:44:40 +00:00 |
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b39f149a08
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Add is_finished
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2023-02-24 11:44:21 +00:00 |
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ef6098ec51
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Merge pre_step and step
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2023-02-24 10:36:08 +00:00 |
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53f70e7334
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Reduce the number of states in scheduler
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2023-02-24 10:22:39 +00:00 |
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762fd1c3fa
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Refactor and annotate types for attention
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2023-02-24 08:58:46 +00:00 |
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7f22f90e8c
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Remove xformers
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2023-02-24 08:36:16 +00:00 |
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afdbe5d373
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[WIP] Add server script
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2023-02-24 01:33:37 +00:00 |
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932844f1cd
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Fix attention
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2023-02-23 23:02:25 +00:00 |
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ba84b8728a
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Fix attention
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2023-02-23 22:29:46 +00:00 |
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87e0bcd426
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Fix attention
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2023-02-23 21:32:02 +00:00 |
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1ce1333573
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Set default dtype to half
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2023-02-23 21:31:39 +00:00 |
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