merge

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

Merge Details

Merge Method

This model was merged using the DELLA merge method using /media/administrator/oiseauxai1data1/modelout/Smart-base-v2 as a base.

Models Merged

The following models were included in the merge:

  • /media/administrator/oiseauxai1data1/modelout/Middle-Base-V1
  • /media/administrator/oiseauxai1data/modelout/story-Base-V1
  • /media/administrator/oiseauxai1data1/modelout/Dark-Base-V1

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: /media/administrator/oiseauxai1data1/modelout/Dark-Base-V1
    parameters:
      weight: 0.4 # Scalar weight for this model's overall contribution
  - model: /media/administrator/oiseauxai1data/modelout/story-Base-V1
    parameters:
      weight: 0.3 # Scalar weight
  - model: /media/administrator/oiseauxai1data1/modelout/Middle-Base-V1
    parameters:
      weight: 0.3  # Scalar weight (example: giving this more influence)
  # Smart-Base-V2 is the base_model, so it's not typically listed here as a donor to itself.

merge_method: della
base_model: /media/administrator/oiseauxai1data1/modelout/Smart-base-v2

parameters: # Global parameters, including those for the DELLA method
  density: 0.58    # Single density for the DELLA pruning process
  epsilon: 0.1     # Single epsilon for the pruning
  lambda: 1.02     # Single lambda for scaling the final merged deltas
  normalize: false # If true, the weights above would be normalized to sum to 1
  int8_mask: true
  # You could have different density, epsilon, lambda values here based on experimentation

dtype: bfloat16
out_dtype: bfloat16
chat_template: llama3 # Assuming this is a valid chat template identifier
tokenizer:
  source: base
  pad_to_multiple_of: 8
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