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mlx-examples/llms/mlx_lm
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feat: support batch input in generate() 
The `prompt` argument can now be either a `str` or `list[str]`.

The change to `generate()` is backwards-compatible.

The changes to `generate_step()`, `top_p_sampling()`, and
`min_p_sampling()` are backwards-incompatible in order to unify shapes;
this could be changed by adding a few if-statements, if preferred.
2024-08-29 05:13:14 -07:00
..
examples Example of response generation with optional arguments (#853) 2024-07-09 06:49:59 -07:00
models Add the ability to load the KV cache from a file (#956) 2024-08-28 22:11:45 -07:00
tuner Add Phi-3.5-MoE (#946) 2024-08-24 06:52:33 -07:00
__init__.py mlx_lm: Add Streaming Capability to Generate Function (#807) 2024-06-03 09:04:39 -07:00
cache_prompt.py Add the ability to load the KV cache from a file (#956) 2024-08-28 22:11:45 -07:00
convert.py Create executables for generate, lora, server, merge, convert (#682) 2024-04-16 16:08:49 -07:00
fuse.py Allow the entire model to be targed for LoRA and DoRA fine tuning: LoRA and DoRA embeddings with small DoRALinear bug fix (#914) 2024-08-16 07:38:36 -07:00
generate.py Add the ability to load the KV cache from a file (#956) 2024-08-28 22:11:45 -07:00
gguf.py Whisper updates to allow HF models (#923) 2024-08-09 11:11:58 -07:00
LORA.md Configuration-based use of HF hub-hosted datasets for training (#701) 2024-06-26 10:20:50 -07:00
lora.py Pass use_dora parameter to linear_to_lora_layers (#885) 2024-07-11 14:34:34 -07:00
MANAGE.md Add model management functionality for local caches (#736) 2024-05-03 12:20:13 -07:00
manage.py Add model management functionality for local caches (#736) 2024-05-03 12:20:13 -07:00
MERGE.md Create executables for generate, lora, server, merge, convert (#682) 2024-04-16 16:08:49 -07:00
merge.py Create executables for generate, lora, server, merge, convert (#682) 2024-04-16 16:08:49 -07:00
py.typed Add py.typed to support PEP-561 (type-hinting) (#389) 2024-01-30 21:17:38 -08:00
README.md feat: move lora into mlx-lm (#337) 2024-01-23 08:44:37 -08:00
requirements.txt Use fast rope (#945) 2024-08-23 13:18:51 -07:00
sample_utils.py feat: support batch input in generate() 2024-08-29 05:13:14 -07:00
SERVER.md Adapters loading (#902) 2024-08-01 16:18:18 -07:00
server.py feat: support batch input in generate() 2024-08-29 05:13:14 -07:00
tokenizer_utils.py Fix setattr for the TokenizerWrapper (#961) 2024-08-28 14:47:33 -07:00
UPLOAD.md Mlx llm package (#301) 2024-01-12 10:25:56 -08:00
utils.py feat: support batch input in generate() 2024-08-29 05:13:14 -07:00
version.py Use fast rope (#945) 2024-08-23 13:18:51 -07:00

README.md

Generate Text with MLX and 🤗 Hugging Face

This an example of large language model text generation that can pull models from the Hugging Face Hub.

For more information on this example, see the README in the parent directory.

This package also supports fine tuning with LoRA or QLoRA. For more information see the LoRA documentation.