| Quantization made by Richard Erkhov. | |
| [Github](https://github.com/RichardErkhov) | |
| [Discord](https://discord.gg/pvy7H8DZMG) | |
| [Request more models](https://github.com/RichardErkhov/quant_request) | |
| DARE_TIES_13B - GGUF | |
| - Model creator: https://huggingface.co/yunconglong/ | |
| - Original model: https://huggingface.co/yunconglong/DARE_TIES_13B/ | |
| | Name | Quant method | Size | | |
| | ---- | ---- | ---- | | |
| | [DARE_TIES_13B.Q2_K.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q2_K.gguf) | Q2_K | 4.43GB | | |
| | [DARE_TIES_13B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.IQ3_XS.gguf) | IQ3_XS | 4.94GB | | |
| | [DARE_TIES_13B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.IQ3_S.gguf) | IQ3_S | 5.22GB | | |
| | [DARE_TIES_13B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q3_K_S.gguf) | Q3_K_S | 5.2GB | | |
| | [DARE_TIES_13B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.IQ3_M.gguf) | IQ3_M | 5.34GB | | |
| | [DARE_TIES_13B.Q3_K.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q3_K.gguf) | Q3_K | 5.78GB | | |
| | [DARE_TIES_13B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q3_K_M.gguf) | Q3_K_M | 5.78GB | | |
| | [DARE_TIES_13B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q3_K_L.gguf) | Q3_K_L | 6.27GB | | |
| | [DARE_TIES_13B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.IQ4_XS.gguf) | IQ4_XS | 6.5GB | | |
| | [DARE_TIES_13B.Q4_0.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q4_0.gguf) | Q4_0 | 6.78GB | | |
| | [DARE_TIES_13B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.IQ4_NL.gguf) | IQ4_NL | 6.85GB | | |
| | [DARE_TIES_13B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q4_K_S.gguf) | Q4_K_S | 6.84GB | | |
| | [DARE_TIES_13B.Q4_K.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q4_K.gguf) | Q4_K | 7.25GB | | |
| | [DARE_TIES_13B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q4_K_M.gguf) | Q4_K_M | 7.25GB | | |
| | [DARE_TIES_13B.Q4_1.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q4_1.gguf) | Q4_1 | 7.52GB | | |
| | [DARE_TIES_13B.Q5_0.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q5_0.gguf) | Q5_0 | 8.26GB | | |
| | [DARE_TIES_13B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q5_K_S.gguf) | Q5_K_S | 8.26GB | | |
| | [DARE_TIES_13B.Q5_K.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q5_K.gguf) | Q5_K | 8.51GB | | |
| | [DARE_TIES_13B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q5_K_M.gguf) | Q5_K_M | 8.51GB | | |
| | [DARE_TIES_13B.Q5_1.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q5_1.gguf) | Q5_1 | 9.01GB | | |
| | [DARE_TIES_13B.Q6_K.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q6_K.gguf) | Q6_K | 9.84GB | | |
| | [DARE_TIES_13B.Q8_0.gguf](https://huggingface.co/RichardErkhov/yunconglong_-_DARE_TIES_13B-gguf/blob/main/DARE_TIES_13B.Q8_0.gguf) | Q8_0 | 12.75GB | | |
| Original model description: | |
| --- | |
| license: | |
| - other | |
| tags: | |
| - dare ties | |
| --- | |
| # DARE_TIES_13B | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B](https://huggingface.co/yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * ./13B_DPO | |
| * ./13B_MATH_DPO | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B | |
| parameters: | |
| density: 1.0 | |
| weight: 1.0 | |
| - model: ./13B_MATH_DPO | |
| parameters: | |
| density: 0.5 | |
| weight: [0.33, 0.4, 0.33] | |
| - model: ./13B_DPO | |
| parameters: | |
| density: [0.33, 0.45, 0.66] | |
| weight: 0.66 | |
| merge_method: dare_ties | |
| base_model: yunconglong/Truthful_DPO_TomGrc_FusionNet_7Bx2_MoE_13B | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| tokenizer_source : union | |
| ``` | |