Wing Lian
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47ad3890bc
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fix whitespace and instruction on inference
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2023-05-07 08:28:15 -04:00 |
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Wing Lian
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247825bd57
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refactor inference, warn if model is frozen
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2023-05-07 01:54:15 -04:00 |
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Wing Lian
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9105935b00
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support for multi line inference input, log sweep over learning rates
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2023-05-03 13:48:54 -04:00 |
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Wing Lian
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fe9c29d73e
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install peft from main branch
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2023-05-01 12:24:04 -04:00 |
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Wing Lian
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2255bb7f4f
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support llama-adapter zero init attention
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2023-05-01 10:42:21 -04:00 |
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Wing Lian
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55baef0e03
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use prebuilt wheels for flash-attn and deepspeed
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2023-05-01 09:52:03 -04:00 |
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Wing Lian
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5159d00a86
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fix sharegpt tokenization, refactor tokenization debugging
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2023-04-30 00:23:53 -04:00 |
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Wing Lian
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94f5e415a3
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various bugfixes
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2023-04-24 09:41:34 -04:00 |
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Wing Lian
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d65385912e
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improve inference
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2023-04-19 12:57:27 -04:00 |
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Wing Lian
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5749eb0a1c
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fix runpod script
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2023-04-19 08:39:54 -04:00 |
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Wing Lian
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0a472e1e08
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quickstart instructions for starting from runpod (#5)
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2023-04-18 19:22:25 -04:00 |
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Wing Lian
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6045345d6b
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WIP large refactor to make finetune script a little more manageable (#3)
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2023-04-18 14:01:38 -04:00 |
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Wing Lian
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81de0efc18
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add support for alpaca reflect training (#2)
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2023-04-18 08:34:05 -04:00 |
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Wing Lian
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87d7825435
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Tokenization open assistant (#1)
* refactor prompt tokenization to more easily support open assistant
* add open assisstant handling, more logging, black formatting
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2023-04-18 01:45:49 -04:00 |
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Wing Lian
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eb808903e5
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fix llama check
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2023-04-18 01:19:53 -04:00 |
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Wing Lian
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8f36f3cd5a
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fix conditional check to prevent always using 4bit
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2023-04-18 00:36:03 -04:00 |
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Wing Lian
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69164da079
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imrpove llama check and fix safetensors file check
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2023-04-17 23:49:21 -04:00 |
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Wing Lian
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e1076430ff
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suppport for alpaca-like instruction datasets without inputs
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2023-04-17 23:32:57 -04:00 |
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Wing Lian
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2db9436410
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casts the prepared data to int16 (doesn't help with training memory)
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2023-04-17 21:36:02 -04:00 |
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Wing Lian
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120e7df7df
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bugfixes
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2023-04-17 18:23:55 -04:00 |
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Wing Lian
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87e073d0de
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fix lora target module, require explicit flash attention, fix min logging steps, don't use adam8bit for int4, hash prepared datasets, support hf hub datasets
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2023-04-17 18:01:12 -04:00 |
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Wing Lian
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77fca25f1b
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4bit quantized support (wip)
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2023-04-17 11:37:39 -04:00 |
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Wing Lian
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12de7b7cf7
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cleanup, prep for 4bit quant support
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2023-04-16 11:06:41 -04:00 |
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Wing Lian
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d1aed4c8e5
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deepspeed doesn't work with flash-attn, and the gpu savings w flash attn are better than the deepspeed headaches
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2023-04-16 06:59:47 -04:00 |
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Wing Lian
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a4593832a9
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fix logging
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2023-04-15 23:12:48 -04:00 |
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Wing Lian
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23938015c8
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prepare datasets only flag
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2023-04-15 16:30:55 -04:00 |
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Wing Lian
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d33a975747
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configure log level, add llama 7b config
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2023-04-15 14:24:37 -04:00 |
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Wing Lian
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05fffb53b4
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more logging, wandb fixes
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2023-04-15 13:37:17 -04:00 |
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Wing Lian
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2df63ef815
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refactor trainer setup to account for deepspeed integration
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2023-04-15 12:16:42 -04:00 |
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Wing Lian
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b164725417
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improve prepared dataset loading, fix inference
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2023-04-15 12:14:52 -04:00 |
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Wing Lian
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937f44f021
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helpful info output
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2023-04-15 00:03:43 -04:00 |
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Wing Lian
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902dd0ab47
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fix issue with completed model being empty
see https://github.com/huggingface/peft/issues/286#issuecomment-1501617281
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2023-04-14 23:57:55 -04:00 |
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Wing Lian
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80b2ed29d8
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various bugfixes
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2023-04-14 21:37:07 -04:00 |
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Wing Lian
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45f77dd51e
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bettter handling of llama model import
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2023-04-14 19:30:41 -04:00 |
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Wing Lian
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949a27be21
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more fixes and prep for llama training
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2023-04-14 18:30:09 -04:00 |
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Wing Lian
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f2a2029d0d
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config chooser, update readme instructions, device config, llama flash attention, debug out the labels, fix config key checks, other bugfixes
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2023-04-14 12:18:56 -04:00 |
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Wing Lian
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a6028d302e
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black formatting
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2023-04-14 07:25:52 -04:00 |
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Wing Lian
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8d959a7e26
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make it work with pythia in the cloud
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2023-04-14 07:24:55 -04:00 |
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Wing Lian
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ce24f5e246
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WIP for axolotl trainer
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2023-04-14 00:20:05 -04:00 |
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