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Qwen2.5 7B Instruct Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Qwen2.5 7B Instruct Bnb 4bit   URL Share it on

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  Arxiv:2309.00071   Arxiv:2407.10671   4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-7b-ins...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen   Qwen2   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Qwen2.5-7B-Instruct-bnb-4bit 

Qwen2.5 7B Instruct Bnb 4bit Benchmarks

LLME Score: 0.29891
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2.5 7B Instruct Bnb 4bit (unsloth/Qwen2.5-7B-Instruct-bnb-4bit)

Qwen2.5 7B Instruct Bnb 4bit Parameters and Internals

LLM NameQwen2.5 7B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2.5-7B-Instruct-bnb-4bit 
Base Model(s)  Qwen/Qwen2.5-7B-Instruct   Qwen/Qwen2.5-7B-Instruct
Model Size7b
Required VRAM5.5 GB
Updated2025-04-22
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 Version4.49.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 7B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Qwen 2.5 7B Rp Lora300 GB

Best Alternatives to Qwen2.5 7B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M 4bit986K / 4.3 GB7038
...B Instruct 1M Unsloth Bnb 4bit986K / 7.5 GB6462
Qwen2.5 7B Instruct 1M 8bit986K / 8.1 GB1063
Qwen2.5 7B Instruct 1M 6bit986K / 6.2 GB392
...5 7B Instruct Unsloth Bnb 4bit32K / 7.2 GB10706522
Distill Qw Test32K / 15.2 GB80
Kyro N1 7B32K / 15.2 GB476
Zirel 7B Math32K / 15.2 GB100
Mini QwQ32K / 15.2 GB391
AetherSett32K / 15.2 GB41
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-7B-Instruct-bnb-4bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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