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77ac0f364b
text-generation-inference/server/text_generation_server
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Daniël de Kok 77ac0f364b Add support for Marlin-quantized models 
This change adds support for Marlin-quantized models. Marlin is an
FP16xINT4 matmul kernel, which provides good speedups decoding batches
of 16-32 tokens. It supports quantized models with symmetric
quantization, groupsize -1 or 128, and 4-bit.

Tested with:

- Llama 2
- Llama 3
- Phi 3
2024-09-24 03:38:05 +00:00
..
layers Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
models Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
pb chore: add pre-commit (#1569) 2024-04-24 15:32:02 +03:00
utils Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
__init__.py feat(clients): Python client (#103) 2023-03-07 18:52:22 +01:00
cache.py fix(server): decrease memory fragmentation (#557) 2023-07-06 14:28:33 +02:00
cli.py Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
interceptor.py Aligin the source code with main branch 2.0.4 2024-09-24 03:06:55 +00:00
server.py Add support for exl2 quantization 2024-09-24 03:19:39 +00:00
tracing.py feat(clients): Python client (#103) 2023-03-07 18:52:22 +01:00