| Quantization made by Richard Erkhov. | |
| [Github](https://github.com/RichardErkhov) | |
| [Discord](https://discord.gg/pvy7H8DZMG) | |
| [Request more models](https://github.com/RichardErkhov/quant_request) | |
| gemma-2-27b-it-abliterated - GGUF | |
| - Model creator: https://huggingface.co/byroneverson/ | |
| - Original model: https://huggingface.co/byroneverson/gemma-2-27b-it-abliterated/ | |
| | Name | Quant method | Size | | |
| | ---- | ---- | ---- | | |
| | [gemma-2-27b-it-abliterated.Q2_K.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q2_K.gguf) | Q2_K | 9.73GB | | |
| | [gemma-2-27b-it-abliterated.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.IQ3_XS.gguf) | IQ3_XS | 10.76GB | | |
| | [gemma-2-27b-it-abliterated.IQ3_S.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.IQ3_S.gguf) | IQ3_S | 11.33GB | | |
| | [gemma-2-27b-it-abliterated.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q3_K_S.gguf) | Q3_K_S | 11.33GB | | |
| | [gemma-2-27b-it-abliterated.IQ3_M.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.IQ3_M.gguf) | IQ3_M | 11.6GB | | |
| | [gemma-2-27b-it-abliterated.Q3_K.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q3_K.gguf) | Q3_K | 12.5GB | | |
| | [gemma-2-27b-it-abliterated.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q3_K_M.gguf) | Q3_K_M | 12.5GB | | |
| | [gemma-2-27b-it-abliterated.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q3_K_L.gguf) | Q3_K_L | 13.52GB | | |
| | [gemma-2-27b-it-abliterated.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.IQ4_XS.gguf) | IQ4_XS | 13.92GB | | |
| | [gemma-2-27b-it-abliterated.Q4_0.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q4_0.gguf) | Q4_0 | 14.56GB | | |
| | [gemma-2-27b-it-abliterated.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.IQ4_NL.gguf) | IQ4_NL | 14.65GB | | |
| | [gemma-2-27b-it-abliterated.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q4_K_S.gguf) | Q4_K_S | 14.66GB | | |
| | [gemma-2-27b-it-abliterated.Q4_K.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q4_K.gguf) | Q4_K | 15.5GB | | |
| | [gemma-2-27b-it-abliterated.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q4_K_M.gguf) | Q4_K_M | 15.5GB | | |
| | [gemma-2-27b-it-abliterated.Q4_1.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q4_1.gguf) | Q4_1 | 16.07GB | | |
| | [gemma-2-27b-it-abliterated.Q5_0.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q5_0.gguf) | Q5_0 | 17.59GB | | |
| | [gemma-2-27b-it-abliterated.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q5_K_S.gguf) | Q5_K_S | 17.59GB | | |
| | [gemma-2-27b-it-abliterated.Q5_K.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q5_K.gguf) | Q5_K | 18.08GB | | |
| | [gemma-2-27b-it-abliterated.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q5_K_M.gguf) | Q5_K_M | 18.08GB | | |
| | [gemma-2-27b-it-abliterated.Q5_1.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q5_1.gguf) | Q5_1 | 19.1GB | | |
| | [gemma-2-27b-it-abliterated.Q6_K.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q6_K.gguf) | Q6_K | 20.81GB | | |
| | [gemma-2-27b-it-abliterated.Q8_0.gguf](https://huggingface.co/RichardErkhov/byroneverson_-_gemma-2-27b-it-abliterated-gguf/blob/main/gemma-2-27b-it-abliterated.Q8_0.gguf) | Q8_0 | 26.95GB | | |
| Original model description: | |
| --- | |
| base_model: google/gemma-2-27b-it | |
| pipeline_tag: text-generation | |
| license: gemma | |
| language: | |
| - en | |
| tags: | |
| - gemma | |
| - gemma-2 | |
| - chat | |
| - it | |
| - abliterated | |
| library_name: transformers | |
| --- | |
| # gemma-2-27b-it-abliterated | |
| ## Now accepting abliteration requests. If you would like to see a model abliterated, follow me and leave me a message with model link. | |
| This is a new approach for abliterating models using CPU only. I was able to abliterate this model using free kaggle processing with no accelerator. | |
| 1. Obtain refusal direction vector using a quant model with llama.cpp (llama-cpp-python and ggml-python). | |
| 2. Orthogonalize each .safetensors files directly from original repo and upload to a new repo. (one at a time) | |
| Check out the <a href="https://huggingface.co/byroneverson/gemma-2-27b-it-abliterated/blob/main/abliterate-gemma-2-27b-it.ipynb">jupyter notebook</a> for details of how this model was abliterated from gemma-2-27b-it. | |
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