Modelpublic

Cran-May/tempemotacilla-lix14Bv0.1-0308

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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Model Card

Merged Model

[!TIP] This model is currently ranked #3 among the models up to 15B parameters and #59 among all models on the Open LLM Leaderboard.

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 wanlige/li-14b-v0.4 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

yaml

name:                Lix-14B-v0.1
merge_method:        model_stock
base_model:          wanlige/li-14b-v0.4
tokenizer_source:    base
dtype:               bfloat16
out_dtype:           bfloat16
parameters:
  int8_mask:         true
  normalize:         true
  rescale:           false
models:
  - model:           wanlige/li-14b-v0.4-slerp0.1
  - model:           sthenno-com/miscii-14b-0218

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	43.32
IFEval (0-Shot)	78.13
BBH (3-Shot)	51.47
MATH Lvl 5 (4-Shot)	52.95
GPQA (0-shot)	16.00
MuSR (0-shot)	13.42
MMLU-PRO (5-shot)	47.94