LLaMA-8bit-LoRA VS sparsegpt-for-LLaMA

Compare LLaMA-8bit-LoRA vs sparsegpt-for-LLaMA and see what are their differences.

LLaMA-8bit-LoRA

Repository for Chat LLaMA - training a LoRA for the LLaMA (1 or 2) models on HuggingFace with 8-bit or 4-bit quantization. Research only. (by serp-ai)
chatllama chat-llama Lora low-rank-adaptation large-language-model large-language-models llm
Source Code
serp.ai
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sparsegpt-for-LLaMA

Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation. (by AlpinDale)
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Source Code
arxiv.org
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LLaMA-8bit-LoRA sparsegpt-for-LLaMA
3 3
145 65
0.7% -
5.1 5.2
8 months ago about 1 year ago
Python Python
- Apache License 2.0
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LLaMA-8bit-LoRA

Posts with mentions or reviews of LLaMA-8bit-LoRA. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-06.

sparsegpt-for-LLaMA

Posts with mentions or reviews of sparsegpt-for-LLaMA. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-03.

What are some alternatives?

When comparing LLaMA-8bit-LoRA and sparsegpt-for-LLaMA you can also consider the following projects:

alpaca-lora - Instruct-tune LLaMA on consumer hardware

serge - A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.

text-generation-webui-testing - A fork of textgen that still supports V1 GPTQ, 4-bit lora and other GPTQ models besides llama.

Sparsebit - A model compression and acceleration toolbox based on pytorch.

trl - Train transformer language models with reinforcement learning.

alpaca_lora_4bit

llama.cpp - LLM inference in C/C++

sparsegpt - Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".

LLaMA-8bit-LoRA vs alpaca-lora sparsegpt-for-LLaMA vs serge LLaMA-8bit-LoRA vs text-generation-webui-testing sparsegpt-for-LLaMA vs Sparsebit LLaMA-8bit-LoRA vs trl sparsegpt-for-LLaMA vs trl LLaMA-8bit-LoRA vs Sparsebit sparsegpt-for-LLaMA vs alpaca-lora LLaMA-8bit-LoRA vs alpaca_lora_4bit sparsegpt-for-LLaMA vs llama.cpp sparsegpt-for-LLaMA vs sparsegpt