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Reasoning Llama3.2 3B by Isotonic

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  Arxiv:1910.09700   4bit   Autotrain compatible   Conversational Dataset:isotonic/reasoning-v0....   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/Isotonic/reasoning-llama3.2-3b 

Reasoning Llama3.2 3B Benchmarks

LLME Score: 0.24119
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Reasoning Llama3.2 3B (Isotonic/reasoning-llama3.2-3b)

Reasoning Llama3.2 3B Parameters and Internals

LLM NameReasoning Llama3.2 3B
Repository 🤗https://huggingface.co/Isotonic/reasoning-llama3.2-3b 
Model Size3b
Required VRAM6.5 GB
Updated2025-02-22
MaintainerIsotonic
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Isotonic/reasoning-llama3.2-3b.

Rank the Reasoning Llama3.2 3B 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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Release v20241227
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