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---
base_model:
- abacusai/Dracarys-Llama-3.1-70B-Instruct
- Sao10K/L3-70B-Euryale-v2.1
- gbueno86/Cathallama-70B
- sophosympatheia/New-Dawn-Llama-3.1-70B-v1.1
- nothingiisreal/L3.1-70B-Celeste-V0.1-BF16
- Fizzarolli/L3.1-70b-glitz-v0.2
- cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
library_name: transformers
tags:
- mergekit
- merge
- abacusai/Dracarys-Llama-3.1-70B-Instruct
- Sao10K/L3-70B-Euryale-v2.1
- gbueno86/Cathallama-70B
- sophosympatheia/New-Dawn-Llama-3.1-70B-v1.1
- nothingiisreal/L3.1-70B-Celeste-V0.1-BF16
- Fizzarolli/L3.1-70b-glitz-v0.2
- cyberagent/Llama-3.1-70B-Japanese-Instruct-2407

---
# KaraKaraWitch/L3.1-70b-Inori

Inori is the second 70b for the weekend for me to play around.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/c7e_f5q8wCZfXgy9Hh2e1.png)

Learning from the previous model, I yeeted Hermes into the atmosphere and used Glitz as a base.

Inori takes a different approach by using Model Stock.

- Dracarys (I just threw it in, but can be useful for code)
- Euryale (You all know it!)
- Cathallama (Athene + turboderp_cat)
- New Dawn (I heard people like it so I added it in)
- Celeste (RP)
- Japanese-Instruct (Enhancement of Japanese Language for the weebs out there.)

No Hermes was harmed in the making of this model stock merge.

L3.1-70b-Inori is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [abacusai/Dracarys-Llama-3.1-70B-Instruct](https://huggingface.co/abacusai/Dracarys-Llama-3.1-70B-Instruct)
* [Sao10K/L3-70B-Euryale-v2.1](https://huggingface.co/Sao10K/L3-70B-Euryale-v2.1)
* [gbueno86/Cathallama-70B](https://huggingface.co/gbueno86/Cathallama-70B)
* [sophosympatheia/New-Dawn-Llama-3.1-70B-v1.1](https://huggingface.co/sophosympatheia/New-Dawn-Llama-3.1-70B-v1.1)
* [nothingiisreal/L3.1-70B-Celeste-V0.1-BF16](https://huggingface.co/nothingiisreal/L3.1-70B-Celeste-V0.1-BF16)
* [cyberagent/Llama-3.1-70B-Japanese-Instruct-2407](https://huggingface.co/cyberagent/Llama-3.1-70B-Japanese-Instruct-2407)

## General Thoughts

- This model has some weird censorship issues. Soketimes it triggers that it can't generate explicit text while sometimes it doesn't.
- For that reason, I don't recommend people to use this model.

## Yap / Chat Format

L3 Instruct.

## Quants & Hosts

[![GGUF](https://img.shields.io/badge/mradermacher%2FL3.1--70b--Inori--GGUF-Dummy?style=flat&label=GGUF)](https://huggingface.co/mradermacher/L3.1-70b-Inori-GGUF)
[![GGUF-i1](https://img.shields.io/badge/mradermacher%2FL3.1--70b--Inori--i1--GGUF-Dummy?style=flat&label=GGUF-i1)](https://huggingface.co/mradermacher/L3.1-70b-Inori-i1-GGUF)
[![Featherless](https://img.shields.io/badge/KaraKaraWitch%2FL3.1--70b--Inori-Dummy?style=flat&label=Featherless&color=facc15)](https://featherless.ai/models/KaraKaraWitch/L3.1-70b-Inori)

## 🧩 Configuration

```yaml

models:
  - model: Fizzarolli/L3.1-70b-glitz-v0.2
  - model: cyberagent/Llama-3.1-70B-Japanese-Instruct-2407
  - model: Sao10K/L3-70B-Euryale-v2.1
  - model: nothingiisreal/L3.1-70B-Celeste-V0.1-BF16
  - model: sophosympatheia/New-Dawn-Llama-3.1-70B-v1.1
  - model: gbueno86/Cathallama-70B
  - model: abacusai/Dracarys-Llama-3.1-70B-Instruct

merge_method: model_stock
base_model: Fizzarolli/L3.1-70b-glitz-v0.2
parameters:
  normalize: true
dtype: bfloat16
```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "KaraKaraWitch/L3.1-70b-Inori"
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"])
```