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Open Source Model Profile · Locutusque

Llama-3-Orca-2.0-8B

Llama-3-Orca-2.0-8B is an 8.03B-parameter Llama-family text-generation fine-tune from Locutusque. Its model card documents SlimOrca fine-tuning and ChatML prompt formatting.

Publisher
Locutusque
Task
text-generation
Model type
llama
License
other
Library
transformers
Publication status
Accepted · not indexed

Model overview

Llama-3-Orca-2.0-8B is published by Locutusque as a Llama-based text-generation model. The captured configuration identifies LlamaForCausalLM and Safetensors metadata reports 8030261248 parameters. According to the model card, it is a Llama 3 8B fine-tune built with Meta Llama 3, trained mainly on SlimOrca for math, coding, and writing.

Recorded capabilities

8.03B Llama scale

Captured config identifies LlamaForCausalLM and Safetensors metadata reports 8030261248 parameters.

SlimOrca fine-tuning notes

According to the model card, the publisher fine-tuned Llama 3 8B mainly on SlimOrca with additional datasets for math, coding, and writing.

ChatML prompt template

The model card says the model follows the ChatML prompt template.

Documented quant variants

According to the model card, GGUF and ExLlamaV2 quantizations are available through a linked bartowski repository.

Use cases in the source record

  • ChatML-formatted text generation for writing and coding experiments that follow the documented prompt template.
  • Fine-tune comparisons that study SlimOrca-trained Llama 3 8B behavior on math, coding, and writing prompts.

Limitations and unknowns

  • No evaluation results were extracted from this record.
  • No context-window value was extracted from this record.
  • Provider state is historical snapshot data, not independently refreshed current availability.
  • Capability descriptions, such as strong writing and coding performance, are publisher claims and have not been independently verified by Ethen.

Source and provenance

Source: Locutusque/Llama-3-Orca-2.0-8B

Captured: Unknown. Processed: 2026-09-07T19:34:33.704829+00:00.

Llama-3-Orca-2.0-8B Model Details Model Description I fine-tuned llama-3 8B on mainly SlimOrca, along with other datasets to improve performance in math, coding, and writing. More data source information to come. Developed by: Locutusque Model type: Built with Meta Llama 3 Language(s) (NLP): Many? License: Llama 3 license https://huggingface.co/meta-llama/Meta-Llama-3-8B/blob/main/LICENSE This language model follows the ChatML prompt template Quants GGUF: https://huggingface.co/bartowski/Llama-3-Orca-2.0-8B-GGUF ExLlamaV2: https://huggingface.co/bartowski/Llama-3-Orca-2.0-8B-exl2 Uses This model has great performance in writing and…

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