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Orca Mini V9 7 1B Instruct by pankajmathur

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Orca Mini V9 7 1B Instruct is an open-source language model by pankajmathur. Features: 1b LLM, VRAM: 2.5GB, Context: 128K, License: llama3.2, Instruction-Based, LLM Explorer Score: 0.21.

  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational Dataset:pankajmathur/orca mini... Dataset:pankajmathur/orca mini...   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_mini_v9_7_1B-Instruct 

Orca Mini V9 7 1B Instruct Benchmarks

MMLU Pro: 3.83
GPQA: 3.02
MUSR: 2.45
BBH: 5.05
IFEval: 56.1 vs 88 (so35)-36.2%
MATH Lvl 5: 4.46
LLME Score: 0.20828
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orca Mini V9 7 1B Instruct (pankajmathur/orca_mini_v9_7_1B-Instruct)
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Orca Mini V9 7 1B Instruct Parameters and Internals

LLM NameOrca Mini V9 7 1B Instruct
Repository 🤗https://huggingface.co/pankajmathur/orca_mini_v9_7_1B-Instruct 
Base Model(s)  meta-llama/Llama-3.2-1B   meta-llama/Llama-3.2-1B
Model Size1b
Required VRAM2.5 GB
Updated2025-11-08
Maintainerpankajmathur
Model Typellama
Instruction-BasedYes
Model Files  2.5 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.47.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than pankajmathur/orca_mini_v9_7_1B-Instruct.

Rank the Orca Mini V9 7 1B Instruct 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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