sapie-model/sapie-sql-32b-54k

qwen2.5-32b_text2sql_r64a64_syn64k_mergekit-2

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

Merge Details

Merge Method

This model was merged using the TIES merge method using /data2/models/Qwen2.5-Coder-32B/ as a base.

Models Merged

The following models were included in the merge:

• /data2/outputs/qwen2.5-32b_text2sql_r64a64_lr1e-4_wu10_eval40_0822/merged/
• /data2/models/Qwen2.5-Coder-32B-Instruct/

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: /data2/outputs/qwen2.5-32b_text2sql_r64a64_lr1e-4_wu10_eval40_0822/merged/
    parameters:
      weight: 1
      density: 1
  - model: /data2/models/Qwen2.5-Coder-32B-Instruct/
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: /data2/models/Qwen2.5-Coder-32B/
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
tokenizer_source: /data2/outputs/qwen2.5-32b_text2sql_r64a64_lr1e-4_wu10_eval40_0822/merged/
dtype: bfloat16

# mergekit-yaml /data/mergekit/examples/ties.yml "/data2/outputs/qwen2.5-32b_text2sql_r64a64_syn64k_mergekit-2" --cuda