CoolFace
Modelpublic

duyntnet/IceCoffeeRP-7b-imatrix-GGUF

sourceHugging Faceotherupdated 1y agoView on Hugging Face
0likes287downloads
Model Card

Quantizations of https://huggingface.co/icefog72/IceCoffeeRP-7b

Open source inference clients/UIs

Closed source inference clients/UIs

From original readme

This is a merge of pre-trained language models created using mergekit. Prompt template: Alpaca, maybe ChatML

  • —measurement.json for quanting exl2 included.

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

  • —G:\FModels\IceCoffeeTest10
  • —G:\FModels\IceCoffeeTest5

Configuration

The following YAML configuration was used to produce this model:

yaml

slices:
  - sources:
      - model: G:\FModels\IceCoffeeTest5
        layer_range: [0, 32]
      - model: G:\FModels\IceCoffeeTest10
        layer_range: [0, 32]
merge_method: slerp
base_model: G:\FModels\IceCoffeeTest5
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: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.73.19
AI2 Reasoning Challenge (25-Shot)71.16
HellaSwag (10-Shot)87.74
MMLU (5-Shot)63.54
TruthfulQA (0-shot)70.03
Winogrande (5-shot)82.48
GSM8k (5-shot)64.22

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.20.24
IFEval (0-Shot)49.59
BBH (3-Shot)29.40
MATH Lvl 5 (4-Shot)4.83
GPQA (0-shot)4.70
MuSR (0-shot)11.00
MMLU-PRO (5-shot)21.94