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PiSSA Qwen2 7B 4bit R128 5iter by fxmeng

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  Arxiv:1910.09700   4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/fxmeng/PiSSA-Qwen2-7B-4bit-r128-5iter 

PiSSA Qwen2 7B 4bit R128 5iter Benchmarks

LLME Score: 0.19223
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
PiSSA Qwen2 7B 4bit R128 5iter (fxmeng/PiSSA-Qwen2-7B-4bit-r128-5iter)

PiSSA Qwen2 7B 4bit R128 5iter Parameters and Internals

LLM NamePiSSA Qwen2 7B 4bit R128 5iter
Repository 🤗https://huggingface.co/fxmeng/PiSSA-Qwen2-7B-4bit-r128-5iter 
Model Size7b
Required VRAM5.9 GB
Updated2025-02-22
Maintainerfxmeng
Model Typeqwen2
Model Files  4.8 GB: 1-of-2   1.1 GB: 2-of-2
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.40.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than fxmeng/PiSSA-Qwen2-7B-4bit-r128-5iter.

Rank the PiSSA Qwen2 7B 4bit R128 5iter Capabilities

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Instruction Following and Task Automation  
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Censorship and Alignment  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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