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coma-7B-v0.1

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coma-7B-v0.1
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---
base_model:
- meta-llama/Llama-2-7b-hf
- meta-llama/CodeLlama-7b-hf
library_name: transformers
tags:
- mergekit
- merge
license: llama2
model-index:
- name: coma-7B-v0.1
  results:
  - task:
      type: text-generation
    dataset:
      type: lm-evaluation-harness
      name: bbh
    metrics:
    - name: acc_norm
      type: acc_norm
      value: 0.3355
      verified: false
  - task:
      type: text-generation
    dataset:
      type: lm-evaluation-harness
      name: gpqa
    metrics:
    - name: acc_norm
      type: acc_norm
      value: 0.2587
      verified: false
  - task:
      type: text-generation
    dataset:
      type: lm-evaluation-harness
      name: math
    metrics:
    - name: exact_match
      type: exact_match
      value: 0.0104
      verified: false
  - task:
      type: text-generation
    dataset:
      type: lm-evaluation-harness
      name: mmlu
    metrics:
    - name: acc_norm
      type: acc_norm
      value: 0.1433
      verified: false
  - task:
      type: text-generation
    dataset:
      type: lm-evaluation-harness
      name: musr
    metrics:
    - name: acc_norm
      type: acc_norm
      value: 0.3844
      verified: false
  - task:
      type: text-generation
    dataset:
      type: lm-evaluation-harness
      name: hellaswag
    metrics:
    - name: acc
      type: acc
      value: 0.5182234614618602
      verified: false
    - name: acc_norm
      type: acc_norm
      value: 0.6834295956980682
      verified: false
---

# coma-7B-v0.1

![image/png](https://cdn-uploads.huggingface.co/production/uploads/64e6d37e02dee9bcb9d9fa18/pqU17tDiX2XyUXc_yA8b0.png)

CodeLlama + Llama = CoMa :)
This is an experiment to try merged models

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

Quantized version: [DevQuasar/coma-7B-v0.1-GGUF](https://huggingface.co/DevQuasar/coma-7B-v0.1-GGUF)
## Merge Details
### Merge Method

This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged
"Blast from the Past" :D
The following models were included in the merge:
* [meta-llama/Llama-2-7b-hf](https://huggingface.co/meta-llama/Llama-2-7b-hf)
* [meta-llama/CodeLlama-7b-hf](https://huggingface.co/meta-llama/CodeLlama-7b-hf)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: meta-llama/Llama-2-7b-hf
    parameters:
      weight: 1.0
  - model: meta-llama/CodeLlama-7b-hf
    parameters:
      weight: 0.5
merge_method: linear
dtype: float16

```


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