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--- |
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license: apache-2.0 |
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datasets: |
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- N8Programs/CreativeGPT |
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language: |
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- en |
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pipeline_tag: text-generation |
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--- |
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# Model Card for Coxcomb |
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A creative writing model, using the superb [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) as a base, finetuned on GPT-4 outputs to a diverse variety of prompts. It in no way competes with GPT-4 - it's quality of writing is below it, and it is primarily meant to be run in offline, local environments. |
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On creative writing benchmarks, it is consistently ranked higher than most other models - [it scores 72.37](https://eqbench.com/creative_writing.html), beating goliath-120b, yi chat, and mistral-large. |
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It is designed for **single-shot interactions**. You ask it to write a story, and it does. It is NOT designed for chat purposes, roleplay, or follow-up questions. |
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## Model Details |
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Trained w/ a 40M parameter lora on [N8Programs/CreativeGPT](https://huggingface.co/datasets/N8Programs/CreativeGPT) for 3 epochs. Overfit slightly (for much better benchmark results). |
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### Model Description |
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- **Developed by:** N8Programs |
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- **Model type:** Mistral |
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- **Language(s) (NLP):** English |
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- **License:** Apache 2.0 |
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- **Finetuned from model:** [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) |
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## Uses |
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Bot trained on NSFW (sexual or violent) content but will generate it when asked - it has not been trained with refusals. If you wish to ADD refusal behavior in, further tuning or filtering will be neccessary. |
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### Direct Use |
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GGUFs available at [Coxcomb-GGUF](https://huggingface.co/N8Programs/Coxcomb-GGUF) |
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Should work with transformers (not officially tested). |
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## Bias, Risks, and Limitations |
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Tends to generate stories with happy, trite endings. Most LLMs do this. It's very hard to get them not to. |
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## Training Details |
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Trained on a single M3 Max in roughly 12 hours. |
