| 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-Ataraxy-Advanced-9B - GGUF | |
| - Model creator: https://huggingface.co/lemon07r/ | |
| - Original model: https://huggingface.co/lemon07r/Gemma-2-Ataraxy-Advanced-9B/ | |
| | Name | Quant method | Size | | |
| | ---- | ---- | ---- | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q2_K.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q2_K.gguf) | Q2_K | 3.54GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.IQ3_XS.gguf) | IQ3_XS | 3.86GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.IQ3_S.gguf) | IQ3_S | 4.04GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q3_K_S.gguf) | Q3_K_S | 4.04GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.IQ3_M.gguf) | IQ3_M | 4.19GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q3_K.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q3_K.gguf) | Q3_K | 4.43GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q3_K_M.gguf) | Q3_K_M | 4.43GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q3_K_L.gguf) | Q3_K_L | 4.78GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.IQ4_XS.gguf) | IQ4_XS | 4.86GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q4_0.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q4_0.gguf) | Q4_0 | 5.07GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.IQ4_NL.gguf) | IQ4_NL | 5.1GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q4_K_S.gguf) | Q4_K_S | 5.1GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q4_K.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q4_K.gguf) | Q4_K | 5.37GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q4_K_M.gguf) | Q4_K_M | 5.37GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q4_1.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q4_1.gguf) | Q4_1 | 5.55GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q5_0.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q5_0.gguf) | Q5_0 | 6.04GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q5_K_S.gguf) | Q5_K_S | 6.04GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q5_K.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q5_K.gguf) | Q5_K | 6.19GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q5_K_M.gguf) | Q5_K_M | 6.19GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q5_1.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q5_1.gguf) | Q5_1 | 6.52GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q6_K.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q6_K.gguf) | Q6_K | 7.07GB | | |
| | [Gemma-2-Ataraxy-Advanced-9B.Q8_0.gguf](https://huggingface.co/RichardErkhov/lemon07r_-_Gemma-2-Ataraxy-Advanced-9B-gguf/blob/main/Gemma-2-Ataraxy-Advanced-9B.Q8_0.gguf) | Q8_0 | 9.15GB | | |
| Original model description: | |
| --- | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| base_model: | |
| - jsgreenawalt/gemma-2-9B-it-advanced-v2.1 | |
| - lemon07r/Gemma-2-Ataraxy-9B | |
| model-index: | |
| - name: Gemma-2-Ataraxy-Advanced-9B | |
| results: | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: IFEval (0-Shot) | |
| type: HuggingFaceH4/ifeval | |
| args: | |
| num_few_shot: 0 | |
| metrics: | |
| - type: inst_level_strict_acc and prompt_level_strict_acc | |
| value: 55.16 | |
| name: strict accuracy | |
| source: | |
| url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-Advanced-9B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: BBH (3-Shot) | |
| type: BBH | |
| args: | |
| num_few_shot: 3 | |
| metrics: | |
| - type: acc_norm | |
| value: 41.16 | |
| name: normalized accuracy | |
| source: | |
| url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-Advanced-9B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: MATH Lvl 5 (4-Shot) | |
| type: hendrycks/competition_math | |
| args: | |
| num_few_shot: 4 | |
| metrics: | |
| - type: exact_match | |
| value: 0.15 | |
| name: exact match | |
| source: | |
| url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-Advanced-9B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: GPQA (0-shot) | |
| type: Idavidrein/gpqa | |
| args: | |
| num_few_shot: 0 | |
| metrics: | |
| - type: acc_norm | |
| value: 11.41 | |
| name: acc_norm | |
| source: | |
| url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-Advanced-9B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: MuSR (0-shot) | |
| type: TAUR-Lab/MuSR | |
| args: | |
| num_few_shot: 0 | |
| metrics: | |
| - type: acc_norm | |
| value: 6.51 | |
| name: acc_norm | |
| source: | |
| url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-Advanced-9B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: MMLU-PRO (5-shot) | |
| type: TIGER-Lab/MMLU-Pro | |
| config: main | |
| split: test | |
| args: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 36.04 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-Advanced-9B | |
| name: Open LLM Leaderboard | |
| --- | |
| # Gemma-2-Ataraxy-Advanced-9B | |
| Another test model that you should probably ignore. | |
| 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 SLERP merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [jsgreenawalt/gemma-2-9B-it-advanced-v2.1](https://huggingface.co/jsgreenawalt/gemma-2-9B-it-advanced-v2.1) | |
| * [lemon07r/Gemma-2-Ataraxy-9B](https://huggingface.co/lemon07r/Gemma-2-Ataraxy-9B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: jsgreenawalt/gemma-2-9B-it-advanced-v2.1 | |
| dtype: bfloat16 | |
| merge_method: slerp | |
| parameters: | |
| t: | |
| - filter: self_attn | |
| value: [0.0, 0.5, 0.3, 0.7, 1.0] | |
| - filter: mlp | |
| value: [1.0, 0.5, 0.7, 0.3, 0.0] | |
| - value: 0.5 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 42] | |
| model: lemon07r/Gemma-2-Ataraxy-9B | |
| - layer_range: [0, 42] | |
| model: jsgreenawalt/gemma-2-9B-it-advanced-v2.1 | |
| ``` | |
| # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) | |
| Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_lemon07r__Gemma-2-Ataraxy-Advanced-9B) | |
| | Metric |Value| | |
| |-------------------|----:| | |
| |Avg. |25.07| | |
| |IFEval (0-Shot) |55.16| | |
| |BBH (3-Shot) |41.16| | |
| |MATH Lvl 5 (4-Shot)| 0.15| | |
| |GPQA (0-shot) |11.41| | |
| |MuSR (0-shot) | 6.51| | |
| |MMLU-PRO (5-shot) |36.04| | |