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Model 101 by pankajmathur

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  Arxiv:2306.02707   Autotrain compatible   Dataset:ehartford/dolphin Dataset:garage-baind/open-plat... Dataset:pankajmathur/alpaca or... Dataset:pankajmathur/dolly-v2 ... Dataset:pankajmathur/lima unch... Dataset:pankajmathur/orca mini... Dataset:pankajmathur/wizardlm ...   En   Endpoints compatible   Fp16   Llama   Model-index   Pytorch   Quantized   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/pankajmathur/model_101 

Model 101 Benchmarks

LLME Score: 0.12181
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Model 101 (pankajmathur/model_101)

Model 101 Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model combines open educational and conversational datasets from various sources and is aimed at maintaining instructive responses.
Training Details 
Data Sources:
pankajmathur/orca_mini_v1_dataset, pankajmathur/lima_unchained_v1, pankajmathur/WizardLM_Orca, pankajmathur/alpaca_orca, pankajmathur/dolly-v2_orca, garage-bAInd/Open-Platypus, ehartford/dolphin
Methodology:
Hybrid (explain + instruct) style
Input Output 
Input Format:
### System: You are an AI assistant that follows instruction extremely well. Help as much as you can. ### User: ... ### Assistant:
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use load-in-4bit option in OobaBooga Web UI for optimal performance.
LLM NameModel 101
Repository 🤗https://huggingface.co/pankajmathur/model_101 
Model Size70b
Required VRAM138 GB
Updated2025-04-23
Maintainerpankajmathur
Model Typellama
Model Files  9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15
Supported Languagesen
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than pankajmathur/model_101.

Rank the Model 101 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 v20241227
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