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Coven 7B 128K Orpo Alpha by raidhon

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational   En   Endpoints compatible   Instruct   Mistral   Model-index   Orpo   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/raidhon/coven_7b_128k_orpo_alpha 

Coven 7b 128k Orpo Alpha Benchmarks

ARC: 67.41 vs 96.7 (so35)-30.3%
HellaSwag: 85.53 vs 95.3 (gpt4)-10.3%
MMLU: 65.76 vs 88.3 (so35)-25.5%
TruthfulQA: 57.73 vs 59 (gpt4)-2.2%
WinoGrande: 81.53 vs 87.5 (gpt4)-6.8%
GSM8K: 68.39 vs 96.4 (so35)-29.1%
LLME Score: 0.1989
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Coven 7B 128K Orpo Alpha (raidhon/coven_7b_128k_orpo_alpha)

Coven 7B 128K Orpo Alpha Parameters and Internals

Model Type 
text-generation, large-language-model, orpo
Additional Notes 
Coven 7B 128K ORPO is an improved iteration of Mistral-7B-Instruct-v0.2, refined to expand processing capabilities and refine language model preferences. This model includes a significantly increased context constraint of 128K tokens using the Yarn technique, which allows for more extensive data processing and understanding of complex language scenarios. It uses the innovative ORPO technology.
Supported Languages 
multilingual (true)
LLM NameCoven 7b 128k Orpo Alpha
Repository 🤗https://huggingface.co/raidhon/coven_7b_128k_orpo_alpha 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM14.5 GB
Updated2025-02-05
Maintainerraidhon
Model Typemistral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.6 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than raidhon/coven_7b_128k_orpo_alpha.

Rank the Coven 7B 128K Orpo Alpha 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 v20241227
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