Qwen2.5 3B Instruct Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-3b-ins...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Unsloth

Qwen2.5 3B Instruct Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2.5 3B Instruct Bnb 4bit Parameters and Internals

LLM NameQwen2.5 3B Instruct Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/Qwen2.5-3B-Instruct-bnb-4bit 
Base Model(s)  Qwen/Qwen2.5-3B-Instruct   Qwen/Qwen2.5-3B-Instruct
Model Size3b
Required VRAM2 GB
Updated2024-10-11
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  2.0 GB
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace
Qwen2.5 3B Instruct Bnb 4bit (unsloth/Qwen2.5-3B-Instruct-bnb-4bit)

Quantized Models of the Qwen2.5 3B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Qwen 2.5 3B Rp Mix Lora100 GB

Best Alternatives to Qwen2.5 3B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 3B Instruct32K / 6.2 GB9239548
Qwen2.5 3B Instruct32K / 6.2 GB26001
Qwen2.5 3B Instruct AWQ32K / 2.7 GB11232
Qwen2.5 3B Instruct GPTQ Int832K / 3.5 GB3312
Replete LLM V2.5 Qwen 3B32K / 6.8 GB911
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-3B-Instruct-bnb-4bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803