---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- AlekseiPravdin/KSI-RP-NSK-128k-7B
- flammenai/flammen18X-mistral-7B
- gguf
- Q2_K
- Q3_K_L
- Q3_K_M
- Q3_K_S
- Q4_0
- Q4_1
- Q4_K_S
- Q4_k_m
- Q5_0
- Q5_1
- Q6_K
- Q5_K_S
- Q5_k_m
- Q8_0
- 128k
language:
- en
- ru
- th
---

# KSI-RPG-128k-7B-GGUF ⭐️⭐️⭐️

KSI-RPG-128k-7B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [AlekseiPravdin/KSI-RP-NSK-128k-7B](https://huggingface.co/AlekseiPravdin/KSI-RP-NSK-128k-7B)
* [flammenai/flammen18X-mistral-7B](https://huggingface.co/flammenai/flammen18X-mistral-7B)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: AlekseiPravdin/KSI-RP-NSK-128k-7B
        layer_range: [0, 32]
      - model: flammenai/flammen18X-mistral-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: AlekseiPravdin/KSI-RP-NSK-128k-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

```

Eval embedding benchmark (with 70 specific quesions):

![inf.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/UbeMfW28pMHSRLsSbEsJB.jpeg)
![md28g.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/6UNV3CaKdofeAUr7C7x9k.jpeg)
![SK.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/uSnHhxDCqo9DP9oSb_l6j.jpeg)
![ks-inf.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/1ekTvK84ZlEsFFOYWOHE4.jpeg)
![command-r.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/5lVz28EK07RmrUe49y4jn.jpeg)
![NSK.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/aNdIdS5MnkwJ9YhprGznw.jpeg)
![NSMv2.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/vk2GpfnJnYS5u1_wA1Nhr.jpeg)
![aura.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/A3m0DC5E2x7V7UCbS1iCf.jpeg)
![ivanDrogo.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/DaQIw6z8c-SupynTm9qos.jpeg)
![KSI.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/EfEHDxVcAypb5YLDk_rQJ.jpeg)
![KSI-RPG.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/GcaNTCIeOCQVkPOFcXYQZ.jpeg)
![llama3.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/4ArRqUwGrUdqkAWRoXTrz.jpeg)
![KSIF.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/mjcseCUTesOztZrPg6GpI.jpeg)
![d29l38.jpg](https://cdn-uploads.huggingface.co/production/uploads/6404a7eaad54665351d89135/T6d2KBRO42K30diFWzvkt.jpeg)