README.md

Quantization made by Richard Erkhov.

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

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

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


Saul-Instruct-Clown-7b - GGUF
- Model creator: https://huggingface.co/arcee-ai/
- Original model: https://huggingface.co/arcee-ai/Saul-Instruct-Clown-7b/


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [Saul-Instruct-Clown-7b.Q2_K.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q2_K.gguf) | Q2_K | 2.53GB |
| [Saul-Instruct-Clown-7b.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.IQ3_XS.gguf) | IQ3_XS | 2.81GB |
| [Saul-Instruct-Clown-7b.IQ3_S.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.IQ3_S.gguf) | IQ3_S | 2.96GB |
| [Saul-Instruct-Clown-7b.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q3_K_S.gguf) | Q3_K_S | 2.95GB |
| [Saul-Instruct-Clown-7b.IQ3_M.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.IQ3_M.gguf) | IQ3_M | 3.06GB |
| [Saul-Instruct-Clown-7b.Q3_K.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q3_K.gguf) | Q3_K | 3.28GB |
| [Saul-Instruct-Clown-7b.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q3_K_M.gguf) | Q3_K_M | 3.28GB |
| [Saul-Instruct-Clown-7b.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q3_K_L.gguf) | Q3_K_L | 3.56GB |
| [Saul-Instruct-Clown-7b.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.IQ4_XS.gguf) | IQ4_XS | 3.67GB |
| [Saul-Instruct-Clown-7b.Q4_0.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q4_0.gguf) | Q4_0 | 3.83GB |
| [Saul-Instruct-Clown-7b.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.IQ4_NL.gguf) | IQ4_NL | 3.87GB |
| [Saul-Instruct-Clown-7b.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q4_K_S.gguf) | Q4_K_S | 3.86GB |
| [Saul-Instruct-Clown-7b.Q4_K.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q4_K.gguf) | Q4_K | 4.07GB |
| [Saul-Instruct-Clown-7b.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q4_K_M.gguf) | Q4_K_M | 4.07GB |
| [Saul-Instruct-Clown-7b.Q4_1.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q4_1.gguf) | Q4_1 | 4.24GB |
| [Saul-Instruct-Clown-7b.Q5_0.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q5_0.gguf) | Q5_0 | 4.65GB |
| [Saul-Instruct-Clown-7b.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q5_K_S.gguf) | Q5_K_S | 4.65GB |
| [Saul-Instruct-Clown-7b.Q5_K.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q5_K.gguf) | Q5_K | 4.78GB |
| [Saul-Instruct-Clown-7b.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q5_K_M.gguf) | Q5_K_M | 4.78GB |
| [Saul-Instruct-Clown-7b.Q5_1.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q5_1.gguf) | Q5_1 | 5.07GB |
| [Saul-Instruct-Clown-7b.Q6_K.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q6_K.gguf) | Q6_K | 5.53GB |
| [Saul-Instruct-Clown-7b.Q8_0.gguf](https://huggingface.co/RichardErkhov/arcee-ai_-_Saul-Instruct-Clown-7b-gguf/blob/main/Saul-Instruct-Clown-7b.Q8_0.gguf) | Q8_0 | 7.17GB |




Original model description:
---
license: apache-2.0
tags:
- merge
- mergekit
- CorticalStack/pastiche-crown-clown-7b-dare-dpo
- Equall/Saul-Instruct-v1
---

![image/webp](https://cdn.prod.arcee.ai/images/saul-calme.jpeg)

# Saul-Instruct-Clown-7b

Saul-Instruct-Clown-7b is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [CorticalStack/pastiche-crown-clown-7b-dare-dpo](https://huggingface.co/CorticalStack/pastiche-crown-clown-7b-dare-dpo)
* [Equall/Saul-Instruct-v1](https://huggingface.co/Equall/Saul-Instruct-v1)

## 🏆 Evaluation

### OpenLLM

Saul-Instruct-Clown-7b OpenLLM benchmark suite

| Model | Average | arc | HellaSwag | mmlu | TruthfulQA | gsm8k |
|---|---:|---:|---:|---:|---:|---:|
| [arcee-ai/Saul-Instruct-Clown-7b](https://huggingface.co/arcee-ai/Saul-Instruct-Clown-7b/) | 72.79 | 68.26 | 86.28 | 63.12 | 64.68 | 83.43 | 70.96 |


## 🧩 Configuration

```yaml
  slices:
    - sources:
        - model: CorticalStack/pastiche-crown-clown-7b-dare-dpo
          layer_range: [0, 32]
        - model: Equall/Saul-Instruct-v1
          layer_range: [0, 32]
  merge_method: slerp
  base_model: CorticalStack/pastiche-crown-clown-7b-dare-dpo
  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

```