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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

  860903   
  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: 0.33207
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
Updated2025-03-12
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<|PAD_TOKEN|>
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 Lora200 GB

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

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct 1M Unsloth Bnb 4bit986K / 7.5 GB12332
Qwen2.5 7B Instruct 1M 4bit986K / 4.3 GB6026
Qwen2.5 7B Instruct 1M 8bit986K / 8.1 GB1552
Distill Qw Test32K / 15.2 GB270
...5 7B Instruct Unsloth Bnb 4bit32K / 7.2 GB815542
Zirel 7B Math32K / 15.2 GB330
Mini QwQ32K / 15.2 GB391
AetherSett32K / 15.2 GB341
SphinX32K / 15.2 GB321
ReasonTest32K / 15.2 GB110
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-7B-Instruct-bnb-4bit.

Rank the Qwen2.5 7B Instruct Bnb 4bit Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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