Wing Lian
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6dfdd2dec0
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don't load models in 8bit unless they are using an adapter, also fix tokenizer load in exceptional case
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2023-04-30 03:19:56 -04:00 |
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Wing Lian
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29936bba7f
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fix fsdp training args
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2023-04-30 00:56:28 -04:00 |
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Wing Lian
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78821815de
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fix for zero value warmup steps
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2023-04-30 00:34:12 -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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c0f50d9c61
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wire up gradient checkpointing for 4bit
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2023-04-28 22:28:41 -04:00 |
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Wing Lian
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4a17a4c9a1
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fix dataset handling, support galactica
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2023-04-24 10:54:45 -04:00 |
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Wing Lian
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097d367af6
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tweaks to data loading, 8 bit adam, accelerate and deepspeed
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2023-04-24 09:41:35 -04:00 |
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Wing Lian
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4f2584f2dc
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shuffle and split dataset after save/load
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2023-04-24 09:41:35 -04:00 |
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Wing Lian
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8d437853c8
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fix sharegpt handling from hf, don't worry about loading llama if using earlier transformers release
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2023-04-24 09:41:35 -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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bb991fd870
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fix bug when model_type not explicitly passed
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2023-04-19 13:15:33 -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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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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8746b701fe
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attempt xformers hijack attention
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2023-04-18 14:03:50 -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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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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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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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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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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