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Qwen2 7B Instruct Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Qwen2-7B-Instruct-bnb-4bit 

Qwen2 7B Instruct Bnb 4bit Benchmarks

LLME Score: 0.24665
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Qwen2 7B Instruct Bnb 4bit Parameters and Internals

Model Type 
transformers
Additional Notes 
The model can be fine-tuned using Google Colab with Tesla T4 for different versions like Qwen2 7b, Qwen2 0.5b, and Qwen2 1.5b. This finetuning can be done faster and with less memory usage using Unsloth.
LLM NameQwen2 7B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2-7B-Instruct-bnb-4bit 
Base Model(s)  Qwen2 7B Instruct Nf4   fubuki9/Qwen2-7B-Instruct-nf4
Model Size7b
Required VRAM5.5 GB
Updated2024-12-04
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  5.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2 7B Instruct Bnb 4bit (unsloth/Qwen2-7B-Instruct-bnb-4bit)

Quantized Models of the Qwen2 7B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Qwen2q0714 GB
DevOpsGPT 1.1 Q4 K M0324 GB
...en2 7b Instruct 4bit 45706 Ft1085 GB
DevOpsGPT 1.1 F1602115 GB
DevOpsGPT 1.1 Q8 0098 GB
...7B Instruct Hotel Booking 4bit0125 GB
...Instruct Hotel Booking 4bit V20105 GB
Test Unsloth085 GB
Qwen2 7b Instruct 4bit 45706005 GB
Qwen2q004 GB

Best Alternatives to Qwen2 7B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Math IIO 7B Instruct32K / 15.2 GB347
Qwen2.5 7B Instruct Bnb 4bit32K / 5.5 GB683777
...2.5 Coder 7B Instruct Bnb 4bit32K / 5.5 GB69604
Qwen2.5 7B Instruct V1.232K / 15.2 GB2820
FastApply 7B V1.032K / 15.2 GB42814
Krx Qwen2 7B Instruct V232K / 15.2 GB5820
....5 7B DPO Split1 16bit Chunk1232K / 15.2 GB4020
...en2.5.1 Coder 7B Instruct 8bit32K / 8.1 GB1672
Qwen2.5 7B Instruct 4bit32K / 4.3 GB12624
...en2.5.1 Coder 7B Instruct 4bit32K / 4.3 GB1212
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2-7B-Instruct-bnb-4bit.

Rank the Qwen2 7B Instruct Bnb 4bit Capabilities

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Instruction Following and Task Automation  
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Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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