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Orca 2 13B GPTQ by TheBloke

By TheBloke · 55 downloads

Orca 2 13B GPTQ is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 7.3GB, Context: 4K, License: other, Quantized, LLM Explorer Score: 0.12, Arc: 59.8, HellaSwag: 79.1, MMLU: 59.4, GSM8K: 15.5.

  Arxiv:2311.11045   4-bit Base model:microsoft/orca-2-13... Base model:quantized:microsoft...   Gptq   Llama   Microsoft   Orca   Orca2   Quantized   Region:us   Safetensors

Orca 2 13B GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
research
Limitations:
Orca 2 retains limitations such as data biases, lack of contextual understanding, and potential for misuse
Additional Notes 
The model is optimized for reasoning tasks and evaluated on various tasks ranging from reasoning to grounding and safety.
Training Details 
Model Architecture:
Finetuned version of LLAMA-2
LLM NameOrca 2 13B GPTQ
Repository πŸ€—https://huggingface.co/TheBloke/Orca-2-13B-GPTQ 
Model NameOrca 2 13B
Model CreatorMicrosoft
Base Model(s)  Orca 2 13B   microsoft/Orca-2-13b
Model Size13b
Required VRAM7.3 GB
Updated2026-08-01
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32003
Torch Data Typefloat16

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