hf_text-generation-inference/server/text_generation_server/layers
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
..
attention Fixing rocm. (#2021) 2024-06-05 14:41:34 +02:00
awq Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
gptq Fix GPTQWeight import (#2020) 2024-06-05 14:49:15 +02:00
__init__.py MLPSpeculator. (#1865) 2024-05-14 12:33:18 +02:00
bnb.py [Bug Fix] Update torch import reference in bnb quantization (#1902) 2024-05-15 21:08:32 +02:00
conv.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
eetq.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
exl2.py Add support for exl2 quantization 2024-05-30 11:28:05 +02:00
fp8.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
layernorm.py MI300 compatibility (#1764) 2024-05-17 15:30:47 +02:00
linear.py Add support for Marlin-quantized models 2024-06-06 13:16:52 +02:00
marlin.py Add support for Marlin-quantized models 2024-06-06 13:16:52 +02:00
medusa.py fix: use path inside of speculator config (#1935) 2024-05-22 20:46:29 +02:00
mlp.py MLPSpeculator. (#1865) 2024-05-14 12:33:18 +02:00
rotary.py reenable xpu for tgi (#1939) 2024-05-23 14:11:08 +02:00
speculative.py MLPSpeculator. (#1865) 2024-05-14 12:33:18 +02:00
tensor_parallel.py Add support for Marlin-quantized models 2024-06-06 13:16:52 +02:00