---
base_model:
- bunnycore/LLama-3.1-4B-TitanFusion
library_name: transformers
quantized_by: Ex_y
base_model_relation: quantized
tags:
- mergekit
- merge
- exl2
license: other
---

EXL2 quants of [bunnycore/LLama-3.1-4B-TitanFusion](https://huggingface.co/bunnycore/LLama-3.1-4B-TitanFusion)

Default parameter. 6.5bpw and 8.0 bpw uses 8 bit lm_head layer, while 4.25bpw and 5.0bpw uses 6 bit lm_head layer.

Note: The tree is 6.0bpw but it is actually 6.5bpw. I fumbled it up when uploading the quants lmao

# merge

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

## Merge Details
### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [anthracite-org/magnum-v2-4b](https://huggingface.co/anthracite-org/magnum-v2-4b)
* [TheDrummer/Hubble-4B-v1](https://huggingface.co/TheDrummer/Hubble-4B-v1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Magpie-Align/MagpieLM-4B-Chat-v0.1
  - model: anthracite-org/magnum-v2-4b
  - model: TheDrummer/Hubble-4B-v1
merge_method: model_stock
base_model: Magpie-Align/MagpieLM-4B-Chat-v0.1
dtype: bfloat16

```