---
base_model:
- macadeliccc/WestLake-7b-v2-laser-truthy-dpo
- mlabonne/AlphaMonarch-7B
library_name: transformers
tags:
- mergekit
- merge
license: cc-by-nc-4.0
---
# MonarchLake-7B

## Description
This repo contains GGUF format model files for MonarchLake-7B.

## Files Provided
|              Name           |  Quant  | Bits | File Size |             Remark               |
| --------------------------- | ------- | ---- | --------- | -------------------------------- |
| monarchlake-7b.IQ3_XXS.gguf | IQ3_XXS |  3   |  3.02 GB  | 3.06 bpw quantization            |
| monarchlake-7b.IQ3_S.gguf   | IQ3_S   |  3   |  3.18 GB  | 3.44 bpw quantization            |
| monarchlake-7b.IQ3_M.gguf   | IQ3_M   |  3   |  3.28 GB  | 3.66 bpw quantization mix        |
| monarchlake-7b.Q4_0.gguf    | Q4_0    |  4   |  4.11 GB  | 3.56G, +0.2166 ppl               |
| monarchlake-7b.IQ4_NL.gguf  | IQ4_NL  |  4   |  4.16 GB  | 4.25 bpw non-linear quantization |
| monarchlake-7b.Q4_K_M.gguf  | Q4_K_M  |  4   |  4.37 GB  | 3.80G, +0.0532 ppl               |
| monarchlake-7b.Q5_K_M.gguf  | Q5_K_M  |  5   |  5.13 GB  | 4.45G, +0.0122 ppl               |
| monarchlake-7b.Q6_K.gguf    | Q6_K    |  6   |  5.94 GB  | 5.15G, +0.0008 ppl               |
| monarchlake-7b.Q8_0.gguf    | Q8_0    |  8   |  7.70 GB  | 6.70G, +0.0004 ppl               |

## Parameters
| path                       | type    | architecture       | rope_theta | sliding_win | max_pos_embed |
| -------------------------- | ------- | ------------------ | ---------- | ----------- | ------------- |
| macadeliccc/MonarchLake-7B | mistral | MistralForCausalLM | 10000.0    | 4096        | 32768         |

## Benchmarks
![](https://i.ibb.co/7Vyyhnm/Monarch-Lake-7-B.png)
![](https://i.ibb.co/Ybvs1r9/Monarch-Lake-7-B-Top-ARC.png)

# Original Model Card

# MonarchLake-7B

![image/webp](https://cdn-uploads.huggingface.co/production/uploads/6455cc8d679315e4ef16fbec/YQRHQR58ZbEywnqcysHX2.webp)

This model equips AlphaMonarch-7B with a strong base of emotional intelligence.

### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [macadeliccc/WestLake-7b-v2-laser-truthy-dpo](https://huggingface.co/macadeliccc/WestLake-7b-v2-laser-truthy-dpo)
* [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: mlabonne/AlphaMonarch-7B
        layer_range: [0, 32]
      - model: macadeliccc/WestLake-7b-v2-laser-truthy-dpo
        layer_range: [0, 32]
merge_method: slerp
base_model: mlabonne/AlphaMonarch-7B
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16


```