Commit Graph

7 Commits

Author SHA1 Message Date
Anthony DePasquale
c4fda0e036 Add Mistral NeMo (#97)
* Update Mistral 7B config

* Add Mistral NeMo
2024-07-25 08:01:26 -07:00
Anthony DePasquale
a2e8d7e469 Add SmolLM (#95) 2024-07-23 15:42:52 -07:00
David Koski
9d74afd119 handle partially quantized models (#76)
* handle partially quantized models

- fix for #53 #71 #69 #74
- in order to test the models
	- I added a default prompt of an appropriate form
	- while working on the model configuration also added additional stop tokens (#74)
- fixed the repetitionPenalty code (#71)
2024-05-28 16:35:11 -07:00
David Koski
6c0b66f90a implement LoRA / QLoRA (#46)
* implement LoRA / QLoRA

- example of using MLX to fine-tune an LLM with low rank adaptation (LoRA) for a target task
- see also https://arxiv.org/abs/2106.09685
- based on https://github.com/ml-explore/mlx-examples/tree/main/lora

* add some command line flags I found useful during use
- --quiet -- don't print decorator text, just the generated text
- --prompt @/tmp/file.txt -- load prompt from file

* user can specify path to model OR model identifier in huggingface

* update mlx-swift reference

Co-authored-by: Ashraful Islam <ashraful.meche@gmail.com>
Co-authored-by: JustinMeans <46542161+JustinMeans@users.noreply.github.com>
2024-04-22 09:30:12 -07:00
David Koski
0fb74cbfdc adopt MLXFast.scaledDotProductAttention (#23) 2024-03-12 14:04:43 -07:00
David Koski
bb7bacc077 fix for #2 -- CodeLlama crashes
- add replacement tokenizer class for unknown tokenizers
- fix quantization for models that don't have lm_head quantized

Requires https://github.com/ml-explore/mlx-swift/pull/28
2024-02-26 10:38:05 -08:00
David Koski
b6d1e14465 initial commit 2024-02-22 10:41:02 -08:00