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Chocolatine 14B Instruct 4K DPO by jpacifico

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  Autotrain compatible   Chocolatine   Conversational   Custom code Dataset:jpacifico/french-orca-...   En   Endpoints compatible   Fr   French   Instruct   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/jpacifico/Chocolatine-14B-Instruct-4k-DPO 

Chocolatine 14B Instruct 4K DPO Benchmarks

MMLU Pro: 41.82
GPQA: 12.19
MUSR: 15.15
BBH: 48.02
IFEval: 46.89 vs 88 (so35)-46.7%
MATH Lvl 5: 16.09
LLME Score: 0.35549
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chocolatine 14B Instruct 4K DPO (jpacifico/Chocolatine-14B-Instruct-4k-DPO)

Chocolatine 14B Instruct 4K DPO Parameters and Internals

Model Type 
LLM
Use Cases 
Areas:
Demonstration, Research
Primary Use Cases:
Fine-tuning demonstrations
Limitations:
No moderation mechanism
Additional Notes 
Fine-tuned model for French and English language tasks; trained to surpass performance of base model
Supported Languages 
French (High), English (High)
Training Details 
Data Sources:
jpacifico/french-orca-dpo-pairs-revised
Methodology:
DPO fine-tuning
Context Length:
4000
Input Output 
Input Format:
Prompt as chat message
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Optimal performance with a context window of 4k tokens
LLM NameChocolatine 14B Instruct 4K DPO
Repository 🤗https://huggingface.co/jpacifico/Chocolatine-14B-Instruct-4k-DPO 
Model Size14b
Required VRAM28 GB
Updated2024-12-22
Maintainerjpacifico
Model Typephi3
Instruction-BasedYes
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.8 GB: 4-of-6   4.8 GB: 5-of-6   3.6 GB: 6-of-6
Supported Languagesfr en
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than jpacifico/Chocolatine-14B-Instruct-4k-DPO.

Rank the Chocolatine 14B Instruct 4K DPO 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 v20241217
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