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Alpaca 7B Native 4bit by 4bit

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Alpaca 7B Native 4bit is an open-source language model by 4bit. Features: 7b LLM, VRAM: 4.5GB, Quantized, LLM Explorer Score: 0.07.

  4bit   Endpoints compatible   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/4bit/alpaca-7b-native-4bit 

Alpaca 7B Native 4bit Benchmarks

LLME Score: 0.06549
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Alpaca 7B Native 4bit (4bit/alpaca-7b-native-4bit)
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Alpaca 7B Native 4bit Parameters and Internals

Additional Notes 
This model is a 4-bit quantization of the 'chavinlo/alpaca-native' model performed using the 'qwopqwop200/GPTQ-for-LLaMa' tool.
LLM NameAlpaca 7B Native 4bit
Repository 🤗https://huggingface.co/4bit/alpaca-7b-native-4bit 
Model Size7b
Required VRAM4.5 GB
Updated2026-05-26
Maintainer4bit
Model Typellama
Model Files  4.5 GB   0.0 GB
Quantization Type4bit
Model ArchitectureLLaMAForCausalLM
Model Max Length512
Transformers Version4.27.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32001
Torch Data Typefloat32

Best Alternatives to Alpaca 7B Native 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Llama 7B Onnx Merged Fp162K /  GB156
Alpaca Native 4bit0K / 4.5 GB1458
Llama 7B 4bit Gr1280K / 4 GB114
Llama 7B 4bit Act0K / 3.8 GB62
Swallow 7B GPTQ4K / 4.1 GB101
Honest Llama2 Chat 7B2K / 13.5 GB129
Llama 7B Onnx Merged Fp322K /  GB81
Chatdoctor0K / 27 GB82012
Explore LM 7B Math0K / 27 GB191
...xplore LM Ext 7B Brainstorming0K / 27 GB92
Note: green Score (e.g. "73.2") means that the model is better than 4bit/alpaca-7b-native-4bit.

Rank the Alpaca 7B Native 4bit Capabilities

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Instruction Following and Task Automation  
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