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Daniël de Kok 4594e6faba 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
 		2024-06-06 13:16:52 +02:00
..
custom_kernels chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
exllama_kernels MI300 compatibility (#1764) 2024-05-17 15:30:47 +02:00
exllamav2_kernels chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
tests Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
text_generation_server Add support for Marlin-quantized models 2024-06-06 13:16:52 +02:00
.gitignore Impl simple mamba model (#1480) 2024-02-08 10:19:45 +01:00
Makefile Add support for Marlin-quantized models 2024-06-06 13:16:52 +02:00
Makefile-awq chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
Makefile-eetq Upgrade EETQ (Fixes the cuda graphs). (#1729) 2024-04-12 08:15:28 +02:00
Makefile-flash-att Hotfixing `make install`. (#2008) 2024-06-04 23:34:03 +02:00
Makefile-flash-att-v2 Hotfixing `make install`. (#2008) 2024-06-04 23:34:03 +02:00
Makefile-marlin Add support for Marlin-quantized models 2024-06-06 13:16:52 +02:00
Makefile-selective-scan chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
Makefile-vllm Hotfixing `make install`. (#2008) 2024-06-04 23:34:03 +02:00
README.md chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
poetry.lock Making `make install` work better by default. (#2004) 2024-06-04 19:38:46 +02:00
pyproject.toml Making `make install` work better by default. (#2004) 2024-06-04 19:38:46 +02:00
requirements_cuda.txt Fix seeded output. (#1949) 2024-05-24 15:36:13 +02:00
requirements_intel.txt reable xpu, broken by gptq and setuptool upgrade (#1988) 2024-06-03 16:07:50 +02:00
requirements_rocm.txt Fix seeded output. (#1949) 2024-05-24 15:36:13 +02:00

README.md

Text Generation Inference Python gRPC Server

A Python gRPC server for Text Generation Inference

Install

make install

Run

make run-dev