README.md

Quantization made by Richard Erkhov.

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

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WestSeverus-10.7B - GGUF
- Model creator: https://huggingface.co/FelixChao/
- Original model: https://huggingface.co/FelixChao/WestSeverus-10.7B/


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [WestSeverus-10.7B.Q2_K.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q2_K.gguf) | Q2_K | 3.73GB |
| [WestSeverus-10.7B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.IQ3_XS.gguf) | IQ3_XS | 4.14GB |
| [WestSeverus-10.7B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.IQ3_S.gguf) | IQ3_S | 4.37GB |
| [WestSeverus-10.7B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q3_K_S.gguf) | Q3_K_S | 4.34GB |
| [WestSeverus-10.7B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.IQ3_M.gguf) | IQ3_M | 4.51GB |
| [WestSeverus-10.7B.Q3_K.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q3_K.gguf) | Q3_K | 4.84GB |
| [WestSeverus-10.7B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q3_K_M.gguf) | Q3_K_M | 4.84GB |
| [WestSeverus-10.7B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q3_K_L.gguf) | Q3_K_L | 5.26GB |
| [WestSeverus-10.7B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.IQ4_XS.gguf) | IQ4_XS | 5.43GB |
| [WestSeverus-10.7B.Q4_0.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q4_0.gguf) | Q4_0 | 5.66GB |
| [WestSeverus-10.7B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.IQ4_NL.gguf) | IQ4_NL | 5.72GB |
| [WestSeverus-10.7B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q4_K_S.gguf) | Q4_K_S | 5.7GB |
| [WestSeverus-10.7B.Q4_K.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q4_K.gguf) | Q4_K | 6.02GB |
| [WestSeverus-10.7B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q4_K_M.gguf) | Q4_K_M | 6.02GB |
| [WestSeverus-10.7B.Q4_1.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q4_1.gguf) | Q4_1 | 6.27GB |
| [WestSeverus-10.7B.Q5_0.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q5_0.gguf) | Q5_0 | 6.89GB |
| [WestSeverus-10.7B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q5_K_S.gguf) | Q5_K_S | 6.89GB |
| [WestSeverus-10.7B.Q5_K.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q5_K.gguf) | Q5_K | 7.08GB |
| [WestSeverus-10.7B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q5_K_M.gguf) | Q5_K_M | 7.08GB |
| [WestSeverus-10.7B.Q5_1.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q5_1.gguf) | Q5_1 | 7.51GB |
| [WestSeverus-10.7B.Q6_K.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q6_K.gguf) | Q6_K | 8.2GB |
| [WestSeverus-10.7B.Q8_0.gguf](https://huggingface.co/RichardErkhov/FelixChao_-_WestSeverus-10.7B-gguf/blob/main/WestSeverus-10.7B.Q8_0.gguf) | Q8_0 | 10.62GB |




Original model description:
---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- FelixChao/WestSeverus-7B-DPO-v2
- FelixChao/WestSeverus-7B-DPO-v2
---

# WestSeverus-10.7B

WestSeverus-10.7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)

## 🧩 Configuration

```yaml
slices:
  - sources:
    - model: FelixChao/WestSeverus-7B-DPO-v2
      layer_range: [0, 24]
  - sources:
    - model: FelixChao/WestSeverus-7B-DPO-v2
      layer_range: [8, 32]
merge_method: passthrough
dtype: float16
```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "FelixChao/WestSeverus-10.7B"
messages = [{"role": "user", "content": "What is a large language model?"}]

tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
```