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Reasoning Llama 1B V0.1 by KingNish

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational Dataset:kingnish/reasoning-bas...   En   Endpoints compatible   Instruct   Llama   Llama-3   Reasoning   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/KingNish/Reasoning-Llama-1b-v0.1 

Reasoning Llama 1B V0.1 Benchmarks

LLME Score: 0.27486
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Reasoning Llama 1B V0.1 (KingNish/Reasoning-Llama-1b-v0.1)

Reasoning Llama 1B V0.1 Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
Trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (high)
Training Details 
Data Sources:
KingNish/reasoning-base-20k
Data Volume:
10k rows
Methodology:
First iteration, uses reasoning and response generation
Hardware Used:
Unsloth and Huggingface's TRL library
Model Architecture:
AutoModelForCausalLM with reasoning and response phases
Input Output 
Input Format:
Chat templates
Accepted Modalities:
text
Output Format:
Text response outputs reasoning and final answer
LLM NameReasoning Llama 1B V0.1
Repository 🤗https://huggingface.co/KingNish/Reasoning-Llama-1b-v0.1 
Base Model(s)  meta-llama/Llama-3.2-1B-Instruct   meta-llama/Llama-3.2-1B-Instruct
Model Size1b
Required VRAM2.5 GB
Updated2024-12-21
MaintainerKingNish
Model Typellama
Instruction-BasedYes
Model Files  2.5 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than KingNish/Reasoning-Llama-1b-v0.1.

Rank the Reasoning Llama 1B V0.1 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 v20241217
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