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Qwen2 0.5B Instruct Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Qwen2 0.5B Instruct Bnb 4bit   URL Share it on

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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/Qwen2-0.5B-Instruct-bnb-4bit 

Qwen2 0.5B Instruct Bnb 4bit Benchmarks

LLME Score: 0.25493
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 0.5B Instruct Bnb 4bit (unsloth/Qwen2-0.5B-Instruct-bnb-4bit)

Qwen2 0.5B 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 0.5B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2-0.5B-Instruct-bnb-4bit 
Model Size0.5b
Required VRAM0.5 GB
Updated2024-12-21
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  0.5 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 Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2 0.5B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
...0.5B Instruct Bnb 4bit Q4KM 1E0270 GB
....5B Instruct Bnb 4bit MAC Lora190 GB
New16b3e0121 GB
Newqwen1e0121 GB
Newqwen1e001 GB
New16b3e001 GB
...0.5B Instruct Bnb 4bit Q4KM 1E000 GB

Best Alternatives to Qwen2 0.5B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Acrux 500M O1 Journey32K / 1 GB2477
Qwen2.5 0.5B Instruct Bnb 4bit32K / 0.5 GB99552
... Instruct Unsloth Merged 16bit32K / 1.3 GB641
... Instruct Unsloth Merged 16bit32K / 1.3 GB531
... Instruct Unsloth Merged 16bit32K / 1.3 GB301
... Instruct Unsloth Merged 16bit32K / 1.3 GB361
...en2.5 Coder 0.5B Instruct 4bit32K / 0.3 GB1252
Qwen2.5 0.5B Instruct 4bit32K / 0.3 GB2972
Qwen2 0.5B 16bit32K / 1 GB520
....5B Instruct Bnb 4bit MAC Lora32K / 0.5 GB91
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2-0.5B-Instruct-bnb-4bit.

Rank the Qwen2 0.5B Instruct Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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