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Llama 3.1 8B Instruct Reasoner 1o1 V0.3 by Lyte

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  4bit   Autotrain compatible   Conversational Dataset:lyte/reasoner-1o1-v0.3...   En   Endpoints compatible   Gguf   Instruct   Llama   Llama-3.1-8b   Model-index   Pytorch   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/Lyte/Llama-3.1-8B-Instruct-Reasoner-1o1_v0.3 

Llama 3.1 8B Instruct Reasoner 1o1 V0.3 Benchmarks

MMLU Pro: 29.09
GPQA: 2.68
MUSR: 4.9
BBH: 27.84
IFEval: 70.98 vs 88 (so35)-19.3%
MATH Lvl 5: 19.03
LLME Score: 0.26043
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 8B Instruct Reasoner 1o1 V0.3 (Lyte/Llama-3.1-8B-Instruct-Reasoner-1o1_v0.3)
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Llama 3.1 8B Instruct Reasoner 1o1 V0.3 Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This model is an experimental proof of concept aimed at improving reasoning capabilities rather than achieving state-of-the-art performance.
Supported Languages 
en (proficient)
LLM NameLlama 3.1 8B Instruct Reasoner 1o1 V0.3
Repository 🤗https://huggingface.co/Lyte/Llama-3.1-8B-Instruct-Reasoner-1o1_v0.3 
Base Model(s)  unsloth/meta-llama-3.1-8b-instruct-bnb-4bit   unsloth/meta-llama-3.1-8b-instruct-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-03-12
MaintainerLyte
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4   16.1 GB   4.9 GB   8.5 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
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 Lyte/Llama-3.1-8B-Instruct-Reasoner-1o1_v0.3.

Rank the Llama 3.1 8B Instruct Reasoner 1o1 V0.3 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 v20241124
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