---
base_model:
- Qwen/Qwen2.5-14B
- Qwen/Qwen2.5-14B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
A Fishy Model

qwen-carpmuscle-r-v0.3 was made using Rombodawg's Shared Continuous Finetuning method.

qwen-carpmuscle-v0.3 was made using Unsloth's continuous pretraining on the ChatML format with 24k context on (unsloth/Qwen2.5-14B-bnb-4bit)[https://huggingface.co/unsloth/Qwen2.5-14B-bnb-4bit].
Then qwen-carpmuscle-v0.3 was merged with [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) and [Qwen/Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) using [TIES](https://arxiv.org/abs/2306.01708) to create this model.

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

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
    - model: qwen-carpmuscle-v0.3
      parameters:
        weight: 1
        density: 1
    - model: Qwen/Qwen2.5-14B-Instruct
      parameters:
        weight: 1
        density: 1
merge_method: ties
base_model: Qwen/Qwen2.5-14B
parameters:
    weight: 1
    density: 1
    normalize: true
    int8_mask: true
tokenizer_source: qwen-carpmuscle-v0.3
dtype: bfloat16

```

- **Developed by:** TheTsar1209
- **License:** apache-2.0
- **Finetuned from model :** unsloth/Qwen2.5-14B-bnb-4bit

This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)