RichardErkhov/PraneethSunku_-_vic7b_sqlcoder7b_trial-8bits

Quantization made by Richard Erkhov.

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vic7b_sqlcoder7b_trial - bnb 8bits

• Model creator: https://huggingface.co/PraneethSunku/
• Original model: https://huggingface.co/PraneethSunku/vic7b_sqlcoder7b_trial/

Original model description:

base_model:

• lmsys/vicuna-7b-v1.5
• defog/sqlcoder-7b-2 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:

• lmsys/vicuna-7b-v1.5
• defog/sqlcoder-7b-2

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: lmsys/vicuna-7b-v1.5
    layer_range:
    - 0
    - 32
  - model: defog/sqlcoder-7b-2
    layer_range:
    - 0
    - 32
merge_method: slerp
base_model: lmsys/vicuna-7b-v1.5
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: bfloat16