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- gemma-2-ataraxy-v2-9b.Q4_0.gguf +3 -0
.gitattributes
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gemma-2-ataraxy-v2-9b.Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: transformers
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tags:
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- mergekit
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- merge
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base_model:
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- ifable/gemma-2-Ifable-9B
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- jsgreenawalt/gemma-2-9B-it-advanced-v2.1
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model-index:
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- name: Gemma-2-Ataraxy-v2-9B
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: IFEval (0-Shot)
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type: HuggingFaceH4/ifeval
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args:
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num_few_shot: 0
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metrics:
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- type: inst_level_strict_acc and prompt_level_strict_acc
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value: 21.36
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name: strict accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-v2-9B
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: BBH (3-Shot)
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type: BBH
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args:
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num_few_shot: 3
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metrics:
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- type: acc_norm
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value: 39.8
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name: normalized accuracy
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source:
|
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-v2-9B
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MATH Lvl 5 (4-Shot)
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type: hendrycks/competition_math
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args:
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num_few_shot: 4
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metrics:
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- type: exact_match
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value: 0.83
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name: exact match
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-v2-9B
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GPQA (0-shot)
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type: Idavidrein/gpqa
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args:
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num_few_shot: 0
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metrics:
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- type: acc_norm
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value: 12.3
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name: acc_norm
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-v2-9B
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MuSR (0-shot)
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type: TAUR-Lab/MuSR
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args:
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num_few_shot: 0
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metrics:
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- type: acc_norm
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value: 4.88
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name: acc_norm
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source:
|
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-v2-9B
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU-PRO (5-shot)
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type: TIGER-Lab/MMLU-Pro
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 35.79
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name: accuracy
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source:
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=lemon07r/Gemma-2-Ataraxy-v2-9B
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name: Open LLM Leaderboard
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---
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# Gemma 2 Ataraxy v2 9B
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Finally, after much testing, a sucessor to the first Gemma 2 Ataraxy 9B. Same kind of recipe, using the same principles, same concept as the last Ataraxy. It's not quite a better overall model, v1 is more well rounded, v2 is a little better at writing but has a little more slop and some other issues. consider this a sidegrade.
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![Ataraxy](https://i.imgur.com/P2F9XN9.png)
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## GGUF / EXL2 Quants
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Bartowski quants (imatrix): https://huggingface.co/bartowski/Gemma-2-Ataraxy-v2-9B-GGUF
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Mradermacher quants (static): https://huggingface.co/mradermacher/Gemma-2-Ataraxy-v2-9B-GGUF
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Mradermacher quants (imatrix): https://huggingface.co/mradermacher/Gemma-2-Ataraxy-v2-9B-i1-GGUF
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Bartowski and mradermacher use different calibration data for their imatrix quants I believe, and the static quant of course uses none. Pick your poison.
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More coming soon.
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## Format
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Use Gemma 2 format.
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## Merge Details
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### Merge Method
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This model was merged using the SLERP merge method.
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### Models Merged
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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The following models were included in the merge:
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* [ifable/gemma-2-Ifable-9B](https://huggingface.co/ifable/gemma-2-Ifable-9B)
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* [jsgreenawalt/gemma-2-9B-it-advanced-v2.1](https://huggingface.co/jsgreenawalt/gemma-2-9B-it-advanced-v2.1)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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base_model: ifable/gemma-2-Ifable-9B
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dtype: bfloat16
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merge_method: slerp
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parameters:
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t:
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- filter: self_attn
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value: [0.0, 0.5, 0.3, 0.7, 1.0]
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- filter: mlp
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value: [1.0, 0.5, 0.7, 0.3, 0.0]
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- value: 0.5
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slices:
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- sources:
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- layer_range: [0, 42]
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model: jsgreenawalt/gemma-2-9B-it-advanced-v2.1
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- layer_range: [0, 42]
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model: ifable/gemma-2-Ifable-9B
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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_lemon07r__Gemma-2-Ataraxy-v2-9B)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |19.16|
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|IFEval (0-Shot) |21.36|
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|BBH (3-Shot) |39.80|
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|MATH Lvl 5 (4-Shot)| 0.83|
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|GPQA (0-shot) |12.30|
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|MuSR (0-shot) | 4.88|
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|MMLU-PRO (5-shot) |35.79|
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Second highest ranked open weight model in EQ-Bench.
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gemma-2-ataraxy-v2-9b.Q4_0.gguf
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae7fe67f6391a6dc8636b89ad5d1aa37b4878edbcd4e6b1fb108558175294b4f
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size 5443143072
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