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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
..
custom_kernels chore: add pre-commit (#1569) 2024-04-24 15:32:02 +03:00
exllama_kernels MI300 compatibility (#1764) 2024-07-17 05:36:58 +00:00
exllamav2_kernels chore: add pre-commit (#1569) 2024-04-24 15:32:02 +03:00
tests Aligin the source code with main branch 2.0.4 2024-09-24 03:06:55 +00:00
text_generation_server Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
.gitignore Impl simple mamba model (#1480) 2024-04-23 11:45:11 +03:00
Makefile Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
Makefile-awq chore: add pre-commit (#1569) 2024-04-24 15:32:02 +03:00
Makefile-eetq Upgrade EETQ (Fixes the cuda graphs). (#1729) 2024-04-25 17:58:27 +03:00
Makefile-flash-att Hotfixing make install. (#2008) 2024-09-24 03:29:29 +00:00
Makefile-flash-att-v2 Hotfixing make install. (#2008) 2024-09-24 03:29:29 +00:00
Makefile-marlin Add support for Marlin-quantized models 2024-09-24 03:38:05 +00:00
Makefile-selective-scan chore: add pre-commit (#1569) 2024-04-24 15:32:02 +03:00
Makefile-vllm Hotfixing make install. (#2008) 2024-09-24 03:29:29 +00:00
poetry.lock Making make install work better by default. (#2004) 2024-09-24 03:29:29 +00:00
pyproject.toml Making make install work better by default. (#2004) 2024-09-24 03:29:29 +00:00
README.md chore: add pre-commit (#1569) 2024-04-24 15:32:02 +03:00
requirements_cuda.txt Modifing the version number. 2024-07-17 05:36:58 +00:00
requirements_intel.txt reable xpu, broken by gptq and setuptool upgrade (#1988) 2024-09-24 03:26:17 +00:00
requirements_rocm.txt Modifing the version number. 2024-07-17 05:36:58 +00:00

README.md

Text Generation Inference Python gRPC Server

A Python gRPC server for Text Generation Inference

Install

make install

Run

make run-dev