Jeitral: "Eris, the Greek goddess of chaos and discord."
Notes: Model should be excellent for both RP/Chat related tasks. Seems to be working in both Alpaca/Chatml.
Collaborative effort from both @Jeiku and @Nitral involving what we currently felt were our best individual projects.
We hope you enjoy! - The Chaotic Neutrals.
Imatrix GGUF Quants Thanks to @Lewdiculus: https://huggingface.co/Lewdiculous/Eris_7B-GGUF-IQ-Imatrix
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: Test157t/Prima-LelantaclesV6-7b
layer_range: [0, 32]
- model: ChaoticNeutrals/Prodigy_7B
layer_range: [0, 32]
merge_method: slerp
base_model: Test157t/Prima-LelantaclesV6-7b
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 73.68 |
| AI2 Reasoning Challenge (25-Shot) | 71.42 |
| HellaSwag (10-Shot) | 87.99 |
| MMLU (5-Shot) | 65.24 |
| TruthfulQA (0-shot) | 66.95 |
| Winogrande (5-shot) | 84.21 |
| GSM8k (5-shot) | 66.26 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard71.420
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard87.990
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard65.240
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard66.950
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard84.210
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard66.260