Quantization made by Richard Erkhov.

[Github](https://github.com/RichardErkhov)

[Discord](https://discord.gg/pvy7H8DZMG)

[Request more models](https://github.com/RichardErkhov/quant_request)


mergekit-ties-sedbnmp - GGUF
- Model creator: https://huggingface.co/Hjgugugjhuhjggg/
- Original model: https://huggingface.co/Hjgugugjhuhjggg/mergekit-ties-sedbnmp/


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [mergekit-ties-sedbnmp.Q2_K.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q2_K.gguf) | Q2_K | 0.7GB |
| [mergekit-ties-sedbnmp.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.IQ3_XS.gguf) | IQ3_XS | 0.77GB |
| [mergekit-ties-sedbnmp.IQ3_S.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.IQ3_S.gguf) | IQ3_S | 0.8GB |
| [mergekit-ties-sedbnmp.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q3_K_S.gguf) | Q3_K_S | 0.8GB |
| [mergekit-ties-sedbnmp.IQ3_M.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.IQ3_M.gguf) | IQ3_M | 0.82GB |
| [mergekit-ties-sedbnmp.Q3_K.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q3_K.gguf) | Q3_K | 0.86GB |
| [mergekit-ties-sedbnmp.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q3_K_M.gguf) | Q3_K_M | 0.86GB |
| [mergekit-ties-sedbnmp.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q3_K_L.gguf) | Q3_K_L | 0.91GB |
| [mergekit-ties-sedbnmp.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.IQ4_XS.gguf) | IQ4_XS | 0.96GB |
| [mergekit-ties-sedbnmp.Q4_0.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q4_0.gguf) | Q4_0 | 0.99GB |
| [mergekit-ties-sedbnmp.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.IQ4_NL.gguf) | IQ4_NL | 1.0GB |
| [mergekit-ties-sedbnmp.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q4_K_S.gguf) | Q4_K_S | 1.0GB |
| [mergekit-ties-sedbnmp.Q4_K.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q4_K.gguf) | Q4_K | 1.04GB |
| [mergekit-ties-sedbnmp.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q4_K_M.gguf) | Q4_K_M | 1.04GB |
| [mergekit-ties-sedbnmp.Q4_1.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q4_1.gguf) | Q4_1 | 1.08GB |
| [mergekit-ties-sedbnmp.Q5_0.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q5_0.gguf) | Q5_0 | 1.17GB |
| [mergekit-ties-sedbnmp.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q5_K_S.gguf) | Q5_K_S | 1.17GB |
| [mergekit-ties-sedbnmp.Q5_K.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q5_K.gguf) | Q5_K | 1.2GB |
| [mergekit-ties-sedbnmp.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q5_K_M.gguf) | Q5_K_M | 1.2GB |
| [mergekit-ties-sedbnmp.Q5_1.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q5_1.gguf) | Q5_1 | 1.26GB |
| [mergekit-ties-sedbnmp.Q6_K.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q6_K.gguf) | Q6_K | 1.36GB |
| [mergekit-ties-sedbnmp.Q8_0.gguf](https://huggingface.co/RichardErkhov/Hjgugugjhuhjggg_-_mergekit-ties-sedbnmp-gguf/blob/main/mergekit-ties-sedbnmp.Q8_0.gguf) | Q8_0 | 1.76GB |




Original model description:
---
base_model:
- Qwen/Qwen2.5-Math-1.5B-Instruct
- Qwen/Qwen2.5-1.5B-Instruct
- Qwen/Qwen2.5-1.5B
- Qwen/Qwen2.5-Coder-1.5B-Instruct
- Qwen/Qwen2.5-Coder-1.5B
- Qwen/Qwen2.5-Math-1.5B
library_name: transformers
tags:
- mergekit
- merge

---
# 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [Qwen/Qwen2.5-Math-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Math-1.5B-Instruct)
* [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct)
* [Qwen/Qwen2.5-1.5B](https://huggingface.co/Qwen/Qwen2.5-1.5B)
* [Qwen/Qwen2.5-Coder-1.5B](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B)
* [Qwen/Qwen2.5-Math-1.5B](https://huggingface.co/Qwen/Qwen2.5-Math-1.5B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: ties
base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct

models:
  - model: Qwen/Qwen2.5-1.5B
  - model: Qwen/Qwen2.5-Math-1.5B-Instruct
  - model: Qwen/Qwen2.5-Coder-1.5B-Instruct
  - model: Qwen/Qwen2.5-Math-1.5B
  - model: Qwen/Qwen2.5-1.5B-Instruct
  - model: Qwen/Qwen2.5-Coder-1.5B

parameters:
  density: 0.5
  weight: 1.0
  int8_mask: true

```