Tri Dao
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993d12448e
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Implement GPT-NeoX
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2023-03-29 01:21:25 -07:00 |
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Tri Dao
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f5d0fbd468
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[FT] Fix FT's single query attention for bf16 hdim128 rotary
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2023-03-28 21:27:00 -07:00 |
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Tri Dao
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4d87e4d875
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Implement GPT-J
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2023-03-22 16:16:58 -07:00 |
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Tri Dao
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5d079fdd7a
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[Triton] Fix benchmark_causal, mention Triton version
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2023-03-22 00:51:16 -07:00 |
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Tri Dao
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dc08ea1c33
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Support H100 for other CUDA extensions
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2023-03-15 16:59:27 -07:00 |
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Vik Paruchuri
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3165398074
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Remove unused kwargs in flashattention
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2023-03-15 10:36:19 -07:00 |
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Tri Dao
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e45a46a5b7
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[Rotary] Implement GPT-J style (interleaved) rotary
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2023-03-14 14:35:53 -07:00 |
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Tri Dao
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78b7a1dc18
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[OPT] Load fp16 weights on CPU before moving to GPU
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2023-01-22 17:01:32 -08:00 |
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Tri Dao
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eb33e587e9
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[LayerNorm] Rename x1 -> residual
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2023-01-19 13:07:27 -08:00 |
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Tri Dao
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f68d41ec77
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[Gen] Add OPT to generation test
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2023-01-17 19:59:06 -08:00 |
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Tri Dao
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88173a1aaf
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[FusedDense] Support relu, rename FusedDenseGeluDense -> FusedMLP
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2023-01-17 18:12:27 -08:00 |
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Tri Dao
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780e8eeabb
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[ViT] Support timm checkpoint, add tests
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2023-01-16 01:20:34 -08:00 |
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Tri Dao
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2ec7d3f72c
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Merge pull request #105 from jamaliki/patch-1
Change default dropout value in documentation
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2023-01-15 23:01:20 -08:00 |
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Tri Dao
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ef085cfcda
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[ViT] Fix extra norm_0, use new LN order in Block
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2023-01-15 22:58:56 -08:00 |
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Tri Dao
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ff34123bd4
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Reorder LN in Block, support OPT
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2023-01-15 22:14:31 -08:00 |
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Tri Dao
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7c2191542a
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[Gen] Make generation work with Tensor Parallel
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2023-01-15 11:34:27 -08:00 |
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Kiarash Jamali
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41cb909741
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Change default dropout value in documentation
Documentation says default is 0.1, but the code has attention_dropout default at 0.0
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2023-01-13 10:50:07 +00:00 |
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Tri Dao
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f95c2fc108
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[Gen] Remove commented code
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2023-01-07 19:06:39 -08:00 |
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Tri Dao
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b48599002a
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[Gen] Add timing option
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2023-01-07 19:05:09 -08:00 |
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Tri Dao
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0938298e4c
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[Gen] Adjust shape of kv_cache when using FT
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2023-01-07 17:27:54 -08:00 |
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Tri Dao
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e02fd588aa
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[Gen] Implement top-k and top-p sampling
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2023-01-07 17:00:02 -08:00 |
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Tri Dao
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11be742aa3
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[Gen] Test generation with rotary embedding
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2023-01-07 14:37:54 -08:00 |
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Tri Dao
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8d9674ed08
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Merge pull request #102 from Lamikins/main
fixed cross attention typeerror
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2023-01-07 13:56:20 -08:00 |
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Tri Dao
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93383bd55b
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[TP] Implement TensorParallel without sequence parallel
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2023-01-07 13:45:22 -08:00 |
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Darius Lam
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aec35fd67c
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fixed cross attention typeerror
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2023-01-07 12:58:41 -08:00 |
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Tri Dao
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6738d9477d
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[LayerNorm] Implement RMS Norm
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2023-01-06 17:34:22 -08:00 |
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Tri Dao
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a668890fcd
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[Gen] Add option to run generation with FT attention kernel
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2023-01-03 22:10:31 -08:00 |
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Tri Dao
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4cab4de5ea
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[TP] Put parallel embeddings in separate modules
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2023-01-02 08:47:48 -08:00 |
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Tri Dao
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1ec09ebd90
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[FusedDense] Limit matrix dims to 2M (instead of 64k)
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2023-01-01 17:06:39 -08:00 |
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Tri Dao
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714c1b4f0f
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[Bert] Fix embedding layer norm before embedding dropout
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2023-01-01 10:38:05 -08:00 |
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Tri Dao
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ef1ba918c6
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[GPT] Refactor function to shard state_dict for TensorParallel
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2023-01-01 00:09:33 -08:00 |
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Tri Dao
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65b4064b2a
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[FusedDense] Kick off input all_gather before weight dtype conversion
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2022-12-31 22:47:34 -08:00 |
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Tri Dao
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85b8e3d334
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[Docs] Mention that XPos's scale_base is recommended to be 512
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2022-12-29 20:25:02 -08:00 |
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Tri Dao
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a6ec1782dc
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Bump to v0.2.6
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2022-12-27 22:05:20 -08:00 |
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Tri Dao
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63670fd84a
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Implement generation for GPT
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2022-12-27 21:01:50 -08:00 |
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Tri Dao
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9d797d8848
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Support loading GPT2 weights from Huggingface
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2022-12-27 11:22:48 -08:00 |
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Tri Dao
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c6ecd40a59
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Tweak CrossEntropyLoss to take process_group in init
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2022-12-27 10:47:43 -08:00 |
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Tri Dao
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b4018a5028
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Implement Tensor Parallel for GPT model
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2022-12-26 16:22:43 -08:00 |
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Tri Dao
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78225c5366
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Implement Tensor Parallel for GPT2Embeddings
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2022-12-25 14:29:53 -08:00 |
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Tri Dao
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a8cfe51551
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Implement Tensor Parallel for transformer Block
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2022-12-25 14:08:21 -08:00 |
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Tri Dao
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1e712ea8b0
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Implement TensorParallel for MHA
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2022-12-25 11:39:55 -08:00 |
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Tri Dao
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226a1b721d
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Implement TensorParallel for FusedDense and FusedDenseGeluDense
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2022-12-24 11:48:56 -08:00 |
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Tri Dao
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dff68c2b22
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Add smoothing for CrossEntropyParallel, rename to CrossEntropyLoss
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2022-12-23 14:51:08 -08:00 |
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Tri Dao
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e68ebbe89a
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Simplify FusedDense
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2022-12-22 21:25:31 -08:00 |
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Tri Dao
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496e4f528c
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Implement XPos (Sun et al.)
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2022-12-21 14:17:58 -08:00 |
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Tri Dao
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13cdceb377
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Implement last_layer_subset optimization for BERT
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2022-12-19 22:18:46 -08:00 |
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Tri Dao
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5fb6df0e04
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Implement BERT
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2022-12-18 21:47:27 -08:00 |
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Alexander Ploshkin
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ee8984d2be
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add asserts for sin shape
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2022-12-17 13:34:57 +04:00 |
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Alexander Ploshkin
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c7c66976cc
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fix slicing dimensions
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2022-12-16 15:39:06 +04:00 |
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Alexander Ploshkin
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96656b9323
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Remove redundant shape asserts in rotary embeddings
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2022-12-15 18:13:21 +04:00 |
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