Qwen-7B
SqueezeLLM
Qwen-7B | SqueezeLLM | |
---|---|---|
2 | 5 | |
5,030 | 571 | |
- | 3.7% | |
8.3 | 6.9 | |
8 months ago | 13 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
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Qwen-7B
SqueezeLLM
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Llama33B vs Falcon40B vs MPT30B
Using the currently popular gptq the 3bit quantization hurts performance much more than 4bit, but there's also awq (https://github.com/mit-han-lab/llm-awq) and squishllm (https://github.com/SqueezeAILab/SqueezeLLM) which are able to manage 3bit without as much performance drop - I hope to see them used more commonly.
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Has anyone tried out Squeezellm?
[Paper][Github][Model]
- SqueezeLLM: Dense-and-Sparse Quantization
- New quantization method SqueezeLLM allows for loseless compression for 3-bit and outperforms GPTQ and AWQ in both 3-bit and 4-bit. Quantized Vicuna and LLaMA models have been released.
What are some alternatives?
EverythingApacheNiFi - EverythingApacheNiFi
llm-awq - [MLSys 2024] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
harlequin - The SQL IDE for Your Terminal.
Qwen - The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
gorilla-cli - LLMs for your CLI
Pretrained-Language-Model - Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
fuzzy-matcher - A Java library to determine probability of objects being similar.
GoLLIE - Guideline following Large Language Model for Information Extraction
flink-kubernetes-operator - Apache Flink Kubernetes Operator
LLMCompiler - [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling
hugging-chat-api - HuggingChat Python API🤗
LocalMentor - Local Startup Advisor Chatbot