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T145/KRONOS-8B-V2
KRONOS-8B-V2 is a text generation model from T145. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.1.
This is a merge of pre-trained language models created using mergekit.
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From the Hugging Face model README
This is a merge of pre-trained language models created using mergekit.
This model was merged using the TIES merge method using unsloth/Meta-Llama-3.1-8B as a base.
The following models were included in the merge:
The following YAML configuration was used to produce this model:
base_model: unsloth/Meta-Llama-3.1-8B
dtype: bfloat16
merge_method: ties
parameters:
density: 1.0
weight: 1.0
slices:
- sources:
- layer_range: [0, 32]
model: T145/KRONOS-8B-V1-P1
parameters:
density: 1.0
weight: 1.0
- layer_range: [0, 32]
model: T145/KRONOS-8B-V1-P2
parameters:
density: 1.0
weight: 1.0
- layer_range: [0, 32]
model: T145/KRONOS-8B-V1-P3
parameters:
density: 1.0
weight: 1.0
- layer_range: [0, 32]
model: unsloth/Meta-Llama-3.1-8B-Instruct
parameters:
density: 1.0
weight: 1.0
- layer_range: [0, 32]
model: unsloth/Meta-Llama-3.1-8B
tokenizer_source: unsloth/Meta-Llama-3.1-8B-Instruct
Detailed results can be found here! Summarized results can be found here!
| Metric | % Value |
|---|---|
| Avg. | 25.05 |
| IFEval (0-Shot) | 51.80 |
| BBH (3-Shot) | 30.67 |
| MATH Lvl 5 (4-Shot) | 22.66 |
| GPQA (0-shot) | 6.49 |
| MuSR (0-shot) | 8.26 |
| MMLU-PRO (5-shot) | 30.42 |