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Orca Dolly 3B by pankajmathur

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Orca Dolly 3B is an open-source language model by pankajmathur. Features: 3b LLM, VRAM: 13.7GB, Context: 2K, License: cc-by-nc-sa-4.0, LLM Explorer Score: 0.08.

  Arxiv:2306.02707   Dataset:psmathur/dolly-v2 orca   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_dolly_3b 

Orca Dolly 3b Benchmarks

LLME Score: 0.07674
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orca Dolly 3B (pankajmathur/orca_dolly_3b)
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Orca Dolly 3B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Educational
Limitations:
Can produce factually incorrect information
Additional Notes 
The model was trained on public datasets and might generate biased or offensive outputs. The license does not provide legal advice.
Supported Languages 
en (high)
Training Details 
Data Sources:
Dolly-V2, Orca Research Paper
Data Volume:
15K instructions
Methodology:
Fine-tuning with instruction-following
Context Length:
1024
Training Time:
6 hours
Hardware Used:
1x A100 (80G) GPU
Model Architecture:
Explain tuned
Input Output 
Input Format:
System + User prompt
Accepted Modalities:
text
Output Format:
Generated text in response to prompts
LLM NameOrca Dolly 3b
Repository 🤗https://huggingface.co/pankajmathur/orca_dolly_3b 
Model Size3b
Required VRAM13.7 GB
Updated2026-05-23
Maintainerpankajmathur
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.7 GB: 3-of-3   5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.7 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length2048
Model Max Length2048
Transformers Version4.29.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than pankajmathur/orca_dolly_3b.

Rank the Orca Dolly 3B 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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