### This model is a test model not the final product! 
### I will be experimenting then releasing the production ready one with (QAT) quantization aware training

---

base_model:
- Healshsj/MiniCPM5-1B-Reasoning-Agent-Ultra
- hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9
- ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16
- MC7ever/MiniCPM5-1B-Agent-safetensors
- saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic
- ktruestory/minicpm5-1b-hermes-toolhv1
library_name: transformers
tags:
- mergekit
- merge

---
# MiniCPMv2

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 Breadcrumbs with TIES](https://arxiv.org/abs/2312.06795) merge method using [saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic](https://huggingface.co/saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic) as a base.

### Models Merged

The following models were included in the merge:
* [Healshsj/MiniCPM5-1B-Reasoning-Agent-Ultra](https://huggingface.co/Healshsj/MiniCPM5-1B-Reasoning-Agent-Ultra)
* [hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9](https://huggingface.co/hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9)
* [ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16](https://huggingface.co/ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16)
* [MC7ever/MiniCPM5-1B-Agent-safetensors](https://huggingface.co/MC7ever/MiniCPM5-1B-Agent-safetensors)
* [ktruestory/minicpm5-1b-hermes-toolhv1](https://huggingface.co/ktruestory/minicpm5-1b-hermes-toolhv1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: breadcrumbs_ties
base_model: saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic
models:
- model: saidutta69/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-heretic
- model: ewinregirgojr/MiniCPM5-1B-Agentic-Tooluse-v3-Merged-FP16
  parameters:
    weight: 0.6
    density: 0.01
- model: ktruestory/minicpm5-1b-hermes-toolhv1
  parameters:
    weight: 0.7
    density: 0.01
- model: MC7ever/MiniCPM5-1B-Agent-safetensors
  parameters:
    weight: 0.45
    density: 0.01
- model: hudsongouge/minicpm5-1B-GLM-5.2-Agentic-v9
  parameters:
    weight: 0.35
    density: 0.01
- model: Healshsj/MiniCPM5-1B-Reasoning-Agent-Ultra
  parameters:
    weight: 0.2
    density: 0.01
dtype: bfloat16

```