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  This model was converted to GGUF format from [`Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit`](https://huggingface.co/Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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  Refer to the [original model card](https://huggingface.co/Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit) for more details on the model.
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  # Uploaded model
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  - **Developed by:** Solshine (Caleb DeLeeuw)
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  - **License:** LLama 3.1 License
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  - **Finetuned from model :** Solshine/reflection-llama-3.1-8B-Solshine-trainround2-16bit
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- Inspired by and featuring the Reflection Tuning technique pioneered by Matt Shumer (possibly earlier innovated by the team at Anthropic.)
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  *To the authors' knowledge, this is V3 of the first "reflection tuned" Llama 3.1 8B LLM*
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  This model was converted to GGUF format from [`Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit`](https://huggingface.co/Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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  Refer to the [original model card](https://huggingface.co/Solshine/reflection-llama-3.1-8B-Solshine-trainround3-16bit) for more details on the model.
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+ **Not Officially Benchmarked Yet!** (Please submit any benchmarking or eval results via the Community tab.)
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  # Uploaded model
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  - **Developed by:** Solshine (Caleb DeLeeuw)
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  - **License:** LLama 3.1 License
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  - **Finetuned from model :** Solshine/reflection-llama-3.1-8B-Solshine-trainround2-16bit
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+ Inspired by and featuring the Reflection Tuning technique pioneered by Matt Shumer (possibly earlier innovated by the team at Anthropic, and Mlabbone's Hermes.)
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  *To the authors' knowledge, this is V3 of the first "reflection tuned" Llama 3.1 8B LLM*
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