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OR 07.21 Billion Parameters by Kas1o

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OR 07.21 Billion Parameters is an open-source language model by Kas1o. Features: 7b LLM, VRAM: 14.9GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.15.

Base model:finetune:qwen/qwen2... Base model:qwen/qwen2-7b-instr...   Conversational   En   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/Karsh-CAI/OR-07.21-Billion-Parameters 

OR 07.21 Billion Parameters Benchmarks

LLME Score: 0.15385
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OR 07.21 Billion Parameters (Karsh-CAI/OR-07.21-Billion-Parameters)
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OR 07.21 Billion Parameters Parameters and Internals

LLM NameOR 07.21 Billion Parameters
Repository 🤗https://huggingface.co/Karsh-CAI/OR-07.21-Billion-Parameters 
Base Model(s)  Qwen2 7B Instruct   Qwen/Qwen2-7B-Instruct
Model Size7b
Required VRAM14.9 GB
Updated2026-04-16
MaintainerKas1o
Model Typeqwen2
Instruction-BasedYes
Model Files  1.1 GB: 1-of-16   1.0 GB: 2-of-16   0.9 GB: 3-of-16   0.9 GB: 4-of-16   0.9 GB: 5-of-16   0.9 GB: 6-of-16   0.9 GB: 7-of-16   0.9 GB: 8-of-16   0.9 GB: 9-of-16   0.9 GB: 10-of-16   0.9 GB: 11-of-16   0.9 GB: 12-of-16   0.9 GB: 13-of-16   0.9 GB: 14-of-16   0.9 GB: 15-of-16   1.1 GB: 16-of-16
Supported Languageszh en
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Karsh-CAI/OR-07.21-Billion-Parameters.

Rank the OR 07.21 Billion Parameters 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  
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