Commits · 48bc6eacd61b4b57bbd250057655d52f7068ba2f · gaoqiong / flash-attention

30 May, 2023 1 commit
- [Gen] Add rotary base as an argument to FT attention kernel · 48bc6eac
  Tri Dao authored May 30, 2023
  
  48bc6eac
05 May, 2023 1 commit
- [LLaMa] Fix last norm layer to use RMSNorm instead of LayerNorm · a9a4b4e4
  Tri Dao authored May 04, 2023
  
  a9a4b4e4
21 Apr, 2023 1 commit
- [Gen] Fix FT kernel smem size, CG when batch size changed · 311d6606
  Tri Dao authored Apr 20, 2023
  
  311d6606
19 Apr, 2023 1 commit
- Implement LLaMa · 96d10f65
  Tri Dao authored Apr 18, 2023
  
  96d10f65
14 Apr, 2023 1 commit
- [Gen] Fix FT kernel when using CG · 605655bc
  Tri Dao authored Apr 14, 2023
  
  605655bc
31 Mar, 2023 1 commit
- [LayerNorm] Implement LN with parallel residual, support dim 8k · 393882bc
  Tri Dao authored Mar 29, 2023
  
  393882bc
29 Mar, 2023 2 commits
- Implement GPT-NeoX · 993d1244
  Tri Dao authored Mar 29, 2023
  
  993d1244
- [FT] Fix FT's single query attention for bf16 hdim128 rotary · f5d0fbd4
  Tri Dao authored Mar 28, 2023
  
  f5d0fbd4
22 Mar, 2023 1 commit
- Implement GPT-J · 4d87e4d8
  Tri Dao authored Mar 22, 2023
  
  4d87e4d8
14 Mar, 2023 1 commit
- [Rotary] Implement GPT-J style (interleaved) rotary · e45a46a5
  Tri Dao authored Mar 14, 2023
  
  e45a46a5
23 Jan, 2023 1 commit
- [OPT] Load fp16 weights on CPU before moving to GPU · 78b7a1dc
  Tri Dao authored Jan 22, 2023
  
  78b7a1dc
18 Jan, 2023 2 commits
- [Gen] Add OPT to generation test · f68d41ec
  Tri Dao authored Jan 17, 2023
  
  f68d41ec
- [FusedDense] Support relu, rename FusedDenseGeluDense -> FusedMLP · 88173a1a
  Tri Dao authored Jan 17, 2023
  
  88173a1a
16 Jan, 2023 2 commits
- [ViT] Support timm checkpoint, add tests · 780e8eea
  Tri Dao authored Jan 16, 2023
  
  780e8eea
- Reorder LN in Block, support OPT · ff34123b
  Tri Dao authored Jan 15, 2023
  
  ff34123b
15 Jan, 2023 2 commits
- [Gen] Pass qkv_stride to ft_attention kernel for batched generation · f1e01c27
  Tri Dao authored Jan 15, 2023
  
  f1e01c27
- [Gen] Make generation work with Tensor Parallel · 7c219154
  Tri Dao authored Jan 15, 2023
  
  7c219154
08 Jan, 2023 3 commits
- [Gen] Add timing option · b4859900
  Tri Dao authored Jan 07, 2023
  
  b4859900
- [Gen] Adjust shape of kv_cache when using FT · 0938298e
  Tri Dao authored Jan 07, 2023
  
  0938298e
- [Gen] Implement top-k and top-p sampling · e02fd588
  Tri Dao authored Jan 07, 2023
  
  e02fd588
07 Jan, 2023 3 commits
- [Gen] Test generation with rotary embedding · 11be742a
  Tri Dao authored Jan 07, 2023
  
  11be742a
- [TP] Implement TensorParallel without sequence parallel · 93383bd5
  Tri Dao authored Jan 07, 2023
  
  93383bd5
- [LayerNorm] Implement RMS Norm · 6738d947
  Tri Dao authored Jan 06, 2023
  
  6738d947
04 Jan, 2023 1 commit
- [Gen] Add option to run generation with FT attention kernel · a668890f
  Tri Dao authored Jan 03, 2023
  
  a668890f
01 Jan, 2023 1 commit
- [GPT] Refactor function to shard state_dict for TensorParallel · ef1ba918
  Tri Dao authored Jan 01, 2023
  
  ef1ba918
28 Dec, 2022 1 commit
- Implement generation for GPT · 63670fd8
  Tri Dao authored Dec 27, 2022
  
  63670fd8
27 Dec, 2022 3 commits
- Support loading GPT2 weights from Huggingface · 9d797d88
  Tri Dao authored Dec 27, 2022
  
  9d797d88
- Tweak CrossEntropyLoss to take process_group in init · c6ecd40a
  Tri Dao authored Dec 27, 2022
  
  c6ecd40a
- Implement Tensor Parallel for GPT model · b4018a50
  Tri Dao authored Dec 25, 2022
  
  b4018a50
25 Dec, 2022 3 commits
- Implement Tensor Parallel for GPT2Embeddings · 78225c53
  Tri Dao authored Dec 25, 2022
  
  78225c53
- Implement Tensor Parallel for transformer Block · a8cfe515
  Tri Dao authored Dec 25, 2022
  
  a8cfe515
- Implement TensorParallel for MHA · 1e712ea8
  Tri Dao authored Dec 24, 2022
  
  1e712ea8
24 Dec, 2022 1 commit
- Implement TensorParallel for FusedDense and FusedDenseGeluDense · 226a1b72
  Tri Dao authored Dec 23, 2022
  
  226a1b72
23 Dec, 2022 2 commits
- Add smoothing for CrossEntropyParallel, rename to CrossEntropyLoss · dff68c2b
  Tri Dao authored Dec 23, 2022
  
  dff68c2b
- Simplify FusedDense · e68ebbe8
  Tri Dao authored Dec 22, 2022
  
  e68ebbe8
20 Dec, 2022 1 commit
- Implement last_layer_subset optimization for BERT · 13cdceb3
  Tri Dao authored Dec 19, 2022
  
  13cdceb3
19 Dec, 2022 1 commit
- Implement BERT · 5fb6df0e
  Tri Dao authored Dec 18, 2022
  
  5fb6df0e
13 Dec, 2022 1 commit
- [LayerNorm] Support taking subset of input or subset of output · 5db33051
  Tri Dao authored Dec 12, 2022
  
  5db33051
11 Dec, 2022 1 commit
- [LayerNorm] Fuse LayerScale · ae137ed1
  Tri Dao authored Dec 10, 2022
  
  ae137ed1
09 Dec, 2022 1 commit
- [LayerNorm] Support all dimensions up to 6k (if divisible by 8) · 8c6609ae
  Tri Dao authored Dec 08, 2022
  
  8c6609ae