README.md

metadata

base_model:
  - wanlige/li-14b-v0.4
  - sthenno-com/miscii-14b-0218
library_name: transformers
tags:
  - mergekit
  - merge

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:

• wanlige/li-14b-v0.4
• sthenno-com/miscii-14b-0218

Configuration

The following YAML configuration was used to produce this model:

# merge_method:        arcee_fusion
# base_model:          wanlige/li-14b-v0.4
# tokenizer_source:    base
# parameters:
#   int8_mask:         true
#   normalize:         true
#   rescale:           false
# dtype:               bfloat16
# out_dtype:           bfloat16
# models:
#   - model:           sthenno-com/miscii-14b-0218

base_model:          wanlige/li-14b-v0.4
merge_method:        slerp
tokenizer_source:    base
dtype:               float32
out_dtype:           bfloat16
parameters:
  t:
    - filter:        self_attn
      value:         [ 0.00, 0.50, 0.30, 0.70, 1.00 ]
    - filter:        mlp
      value:         [ 1.00, 0.50, 0.70, 0.30, 0.00 ]
    - value:         [ 0.00, 0.00, 0.00, 0.00, 0.04, 0.08, 0.12, 0.16, 0.24, 0.32, 0.40, 0.48, 0.56, 0.64, 0.72, 0.72, 0.72, 0.72, 0.72, 0.72, 0.72, 0.72, 0.64, 0.56, 0.48 ]
slices:
  - sources:
      - model:       wanlige/li-14b-v0.4
        layer_range: [ 0, 48 ]
      - model:       sthenno-com/miscii-14b-0218
        layer_range: [ 0, 48 ]