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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f1e01c27ba
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[Gen] Pass qkv_stride to ft_attention kernel for batched generation
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2023-01-15 15:20:01 -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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d509832426
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[Compilation] Add _NO_HALF2 flags to be consistent with Pytorch
eb7b89771e/cmake/Dependencies.cmake (L1693)
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2023-01-12 22:15:41 -08:00 |
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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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ce26d3d73d
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Bump to v0.2.7
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2023-01-06 17:37:30 -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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a1f49a2b92
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[Compilation] Change BOOL_SWITCH to fix Windows compilation
Follow xFormers's DISTPATCH_BOOL. Haven't tested it on Windows.
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2023-01-06 14:40:58 -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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be1afaa276
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[Gen, FT] Use fp32 accum for FMA
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2023-01-03 22:09:22 -08:00 |
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Tri Dao
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f266fc7262
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[Gen, FT] Use tlength instead of params.timestep for rotary
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2023-01-03 17:46:55 -08:00 |
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Tri Dao
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a01d1213d7
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[Gen] Add kernel from FasterTransformer for benchmarking
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2023-01-03 17:37:43 -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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71befc19e1
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[Loss] Use flash_attn.losses.cross_entropy.CrossEntropyLoss
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2022-12-31 22:43:28 -08:00 |
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Tri Dao
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cadfa396b8
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[Docker] Set torchmetrics==0.10.3
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2022-12-30 02:42:28 -08:00 |
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Tri Dao
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43798966cf
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[Docs] Fix formatting
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2022-12-30 00:01:55 -08:00 |
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Tri Dao
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3c7cbfc195
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[Docs] Mention that dropout_layer_norm supports all dims up to 6k
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2022-12-29 23:55:33 -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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984d5204e2
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Update training Dockerfile to use flash-attn==0.2.6
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2022-12-29 15:12:33 -08:00 |
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Tri Dao
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029617179f
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Merge pull request #95 from Quentin-Anthony/patch-1
Add gpt-neox adoption
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2022-12-28 15:36:36 -08:00 |
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Quentin Anthony
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d2a69a55e2
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Add gpt-neox adoption
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2022-12-28 18:33:58 -05:00 |
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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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Caleb Thomas
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c9a649805b
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Add a simple tutorial to README.md
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2022-12-27 14:13:59 +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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1bc6e5b09c
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Bump to v0.2.5
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2022-12-21 14:33:18 -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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c2407dec96
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Fix typo in config: train.gpu -> train.gpu_mem
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2022-12-21 13:42:30 -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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