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CodeRosa 70B AB1 by altomek

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  Autotrain compatible Base model:codellama/codellama... Base model:merge:codellama/cod... Base model:merge:sophosympathe... Base model:sophosympatheia/mid...   Codegen   En   Endpoints compatible   Llama   Merge   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/altomek/CodeRosa-70B-AB1 

CodeRosa 70B AB1 Benchmarks

ARC: 65.53 vs 96.7 (so35)-32.2%
HellaSwag: 83.16 vs 95.3 (gpt4)-12.7%
MMLU: 59.87 vs 88.3 (so35)-32.2%
TruthfulQA: 49.85 vs 59 (gpt4)-15.5%
WinoGrande: 81.29 vs 87.5 (gpt4)-7.1%
GSM8K: 44.5 vs 96.4 (so35)-53.8%
LLME Score: 0.20299
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeRosa 70B AB1 (altomek/CodeRosa-70B-AB1)

CodeRosa 70B AB1 Parameters and Internals

Model Type 
text generation
Additional Notes 
Developed with a focus on emotional interaction and coding capabilities, with ongoing experimentation for improvement.
LLM NameCodeRosa 70B AB1
Repository 🤗https://huggingface.co/altomek/CodeRosa-70B-AB1 
Base Model(s)  sophosympatheia/Midnight-Rose-70B-v2.0.3   CodeLlama 70B Python Hf   sophosympatheia/Midnight-Rose-70B-v2.0.3   codellama/CodeLlama-70b-Python-hf
Model Size70b
Required VRAM61.3 GB
Updated2024-12-22
Maintaineraltomek
Model Typellama
Model Files  1.8 GB: 1-of-81   1.7 GB: 2-of-81   1.7 GB: 3-of-81   1.7 GB: 4-of-81   1.7 GB: 5-of-81   1.7 GB: 6-of-81   1.7 GB: 7-of-81   1.7 GB: 8-of-81   1.7 GB: 9-of-81   1.7 GB: 10-of-81   1.7 GB: 11-of-81   1.7 GB: 12-of-81   1.7 GB: 13-of-81   1.7 GB: 14-of-81   1.7 GB: 15-of-81   1.7 GB: 16-of-81   1.7 GB: 17-of-81   1.7 GB: 18-of-81   1.7 GB: 19-of-81   1.7 GB: 20-of-81   1.7 GB: 21-of-81   1.7 GB: 22-of-81   1.7 GB: 23-of-81   1.7 GB: 24-of-81   1.7 GB: 25-of-81   1.7 GB: 26-of-81   1.7 GB: 27-of-81   1.7 GB: 28-of-81   1.7 GB: 29-of-81   1.7 GB: 30-of-81   1.7 GB: 31-of-81   1.7 GB: 32-of-81   1.7 GB: 33-of-81   1.7 GB: 34-of-81   1.7 GB: 35-of-81   1.7 GB: 36-of-81
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.38.2
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than altomek/CodeRosa-70B-AB1.

Rank the CodeRosa 70B AB1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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