Llama-3-8b-pygmalion-2-7b-v1
Tried merging LLAMA 2 and LLAMA 3. This model does not provide and legible output. Llama-3-8b-pygmalion-2-7b-v1 is a Mixture of Experts (MoE) made with the following models using LazyMergekit:
🧩 Configuration
dtype: float16
gate_mode: cheap_embed
experts:
- source_model: winglian/Llama-3-8b-64k-PoSE
positive_prompts: ["You are an intelligent bot that is smart and sassy"]
- source_model: PygmalionAI/pygmalion-2-7b
positive_prompts: ["You are a sexy girl that loves to roleplay"]```
## 💻 Usage
```python
!pip install -qU transformers bitsandbytes accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "farhananis005/Llama-3-8b-pygmalion-2-7b-v1"
tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
"text-generation",
model=model,
model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True},
)
messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}]
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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"])
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