miscii-14b-0218

Image source: The Angel’s Message

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the Model Stock merge method using /Users/sthenno/models/tempesthenno-ppo-enchanted as a base.

Models Merged

The following models were included in the merge:

• /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt40
• /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt50
• /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt60
• /Users/sthenno/models/tempesthenno-sft-0218-ckpt60
• /Users/sthenno/models/tempesthenno-sft-0218-ckpt80

Configuration

The following YAML configuration was used to produce this model:

name: tempesthenno-ms-0218
merge_method: model_stock
base_model: /Users/sthenno/models/tempesthenno-ppo-enchanted
tokenizer:
  source: base
dtype: float32
out_dtype: bfloat16
parameters:
  int8_mask: true
  normalize: true
  rescale: false
models:
  - model: /Users/sthenno/models/tempesthenno-sft-0218-ckpt60
  - model: /Users/sthenno/models/tempesthenno-sft-0218-ckpt80
  - model: /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt40
  - model: /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt50
  - model: /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt60

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	42.90
IFEval (0-Shot)	76.56
BBH (3-Shot)	50.64
MATH Lvl 5 (4-Shot)	51.44
GPQA (0-shot)	17.79
MuSR (0-shot)	13.21
MMLU-PRO (5-shot)	47.75