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Qwen2 0.5B Instruct Bnb 4bit MAC Lora by inflaton

 »  All LLMs  »  inflaton  »  Qwen2 0.5B Instruct Bnb 4bit MAC Lora   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/q... Base model:unsloth/qwen2-0.5b-...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Lora   Quantized   Qwen2   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/inflaton/Qwen2-0.5B-Instruct-bnb-4bit-MAC-lora 

Qwen2 0.5B Instruct Bnb 4bit MAC Lora Benchmarks

LLME Score: 0.16182
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 MAC Lora (inflaton/Qwen2-0.5B-Instruct-bnb-4bit-MAC-lora)
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Qwen2 0.5B Instruct Bnb 4bit MAC Lora Parameters and Internals

Model Type 
text-generation-inference, transformers
LLM NameQwen2 0.5B Instruct Bnb 4bit MAC Lora
Repository 🤗https://huggingface.co/inflaton/Qwen2-0.5B-Instruct-bnb-4bit-MAC-lora 
Base Model(s)  unsloth/Qwen2-0.5B-Instruct-bnb-4bit   unsloth/Qwen2-0.5B-Instruct-bnb-4bit
Model Size0.5b
Required VRAM0.5 GB
Updated2024-12-06
Maintainerinflaton
Model Typeqwen2
Instruction-BasedYes
Model Files  0.5 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
LoRA ModelYes
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Qwen2 0.5B Instruct Bnb 4bit MAC Lora

Best Alternatives
Context / RAM
Downloads
Likes
...0.5B Instruct Unsloth Bnb 4bit32K / 0.5 GB215514
TinySphinx32K / 1 GB340
...edCore Qwen2.5 0.5B 16bit Mini32K / 1 GB1650
...5 Coder 0.5B Instruct Bnb 4bit32K / 0.5 GB23563
... Instruct Unsloth Merged 16bit32K / 1.3 GB102
... Instruct Unsloth Merged 16bit32K / 1.3 GB32
... Instruct Unsloth Merged 16bit32K / 1.3 GB31
... Instruct Unsloth Merged 16bit32K / 1.3 GB21
Qwen2.5 0.5B Instruct 4bit32K / 0.3 GB34064
...en2.5 Coder 0.5B Instruct 4bit32K / 0.3 GB11114
Note: green Score (e.g. "73.2") means that the model is better than inflaton/Qwen2-0.5B-Instruct-bnb-4bit-MAC-lora.

Rank the Qwen2 0.5B Instruct Bnb 4bit MAC Lora Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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