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256

2.2k

apache-2.0

34

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

awq fp4 gptq int4 int8 pruning mxformat sparsity sparsegpt auto-tuning smoothquant quantization low-precision large-language-models knowledge-distillation post-training-quantization quantization-aware-training

Created 2020-07-21

3,610 commits to master branch, last one 24 hours ago

LLaMA-Cult-and-More shm007g

24

426

mit

34

Large Language Models for All, 🦙 Cult and More, Stay in touch !

gpt llm ggml gpt4 gptq llama alpaca vicuna chatgpt loralib pytorch deepspeed tensorflow transformers

Created 2023-03-30

27 commits to main branch, last one about a year ago

xllm BobaZooba

21

380

apache-2.0

4

🦖 X—LLM: Cutting Edge & Easy LLM Finetuning

gpt llm gptq gpt-4 llama torch alpaca llama2 openai vicuna zephyr chatgpt mistral pytorch cerebras bitsandbytes deep-learning deep-neural-networks large-language-models

Created 2023-11-10

62 commits to main branch, last one 11 months ago

auto-round intel

20

245

apache-2.0

11

Advanced Quantization Algorithm for LLMs. This is official implementation of "Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs"

awq gptq int4 rounding quantization neural-compressor

Created 2024-01-04

305 commits to main branch, last one a day ago