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mpasila/
Kuro-Lotus-10.7B-exl2

Name: Kuro-Lotus-10.7B-exl2
Availability: InStock

mergekit

merge

BlueNipples/SnowLotus-v2-10.7B

merge

Himitsui/KuroMitsu-11B

merge

cc-by-nc-4.0

model-index

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This is an ExLlamaV2 quantized model of saishf/Kuro-Lotus-10.7B using the default calibration dataset. The quants are uploaded on individual branches and the list is here: 4bpw 3.75bpw 3.5bpw 3.25bpw 3bpw

Prompt format is Alpaca.

Original Model card

merge

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

yaml

slices:
  - sources:
      - model: Himitsui/KuroMitsu-11B
        layer_range: [0, 48]
      - model: BlueNipples/SnowLotus-v2-10.7B
        layer_range: [0, 48]
merge_method: slerp
base_model: Himitsui/KuroMitsu-11B
parameters:
  t:
    - filter: self_attn
      value: [0.6, 0.7, 0.8, 0.9, 1]
    - filter: mlp
      value: [0.4, 0.3, 0.2, 0.1, 0]
    - value: 0.5
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	71.90
AI2 Reasoning Challenge (25-Shot)	68.69
HellaSwag (10-Shot)	87.51
MMLU (5-Shot)	66.64
TruthfulQA (0-shot)	58.27
Winogrande (5-shot)	84.21
GSM8k (5-shot)	66.11

mpasila/Kuro-Lotus-10.7B-exl2

Original Model card

merge

Merge Details

Merge Method

Models Merged

Configuration

Open LLM Leaderboard Evaluation Results

mpasila/
Kuro-Lotus-10.7B-exl2