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Sponsored by
Agentkit
QuantFactory / NeuralDaredevil-8B-abliterated-GGUF
Model's Last Updated: May 30 2024
text-generation
Introduction of NeuralDaredevil-8B-abliterated-GGUF
Model Details of NeuralDaredevil-8B-abliterated-GGUF
NeuralDaredevil-8B-abliterated-GGUF
This is quantized version of mlabonne/NeuralDaredevil-8B-abliterated created using llama.cpp
Model Description
This is a DPO fine-tune of mlabonne/Daredevil-8-abliterated , trained on one epoch of mlabonne/orpo-dpo-mix-40k . The DPO fine-tuning successfully recovers the performance loss due to the abliteration process, making it an excellent uncensored model.
🔎 Applications
NeuralDaredevil-8B-abliterated performs better than the Instruct model on my tests.
You can use it for any application that doesn't require alignment, like role-playing. Tested on LM Studio using the "Llama 3" preset.
🏆 Evaluation
Open LLM Leaderboard
NeuralDaredevil-8B is the best-performing uncensored 8B model on the Open LLM Leaderboard (MMLU score).
Nous
Evaluation performed using LLM AutoEval . See the entire leaderboard here .
| Model | Average | AGIEval | GPT4All | TruthfulQA | Bigbench |
|---|---|---|---|---|---|
| mlabonne/NeuralDaredevil-8B-abliterated 📄 | 55.87 | 43.73 | 73.6 | 59.36 | 46.8 |
| mlabonne/Daredevil-8B 📄 | 55.87 | 44.13 | 73.52 | 59.05 | 46.77 |
| mlabonne/Daredevil-8B-abliterated 📄 | 55.06 | 43.29 | 73.33 | 57.47 | 46.17 |
| NousResearch/Hermes-2-Theta-Llama-3-8B 📄 | 54.28 | 43.9 | 72.62 | 56.36 | 44.23 |
| openchat/openchat-3.6-8b-20240522 📄 | 53.49 | 44.03 | 73.67 | 49.78 | 46.48 |
| meta-llama/Meta-Llama-3-8B-Instruct 📄 | 51.34 | 41.22 | 69.86 | 51.65 | 42.64 |
| meta-llama/Meta-Llama-3-8B 📄 | 45.42 | 31.1 | 69.95 | 43.91 | 36.7 |
🌳 Model family tree
Runs of QuantFactory NeuralDaredevil-8B-abliterated-GGUF on huggingface.co
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More Information About NeuralDaredevil-8B-abliterated-GGUF huggingface.co Model
Url of NeuralDaredevil-8B-abliterated-GGUF
NeuralDaredevil-8B-abliterated-GGUF huggingface.co Url
Provider of NeuralDaredevil-8B-abliterated-GGUF huggingface.co
Other API from QuantFactory
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