| --- |
| license: apache-2.0 |
| tags: |
| - moe |
| --- |
| |
| # Mtrini-Selene-1.0-MoE-FreeTier |
|
|
| Mtrini-Selene-1.0-MoE-FreeTier is a Mixure of Experts (MoE) Open-source. Compiwer AI's model made for speed general tasks and everyday missions.Made by love from Compiwer AI's Team |
| ## 💻 Usage |
|
|
| ```python |
| !pip install -qU transformers bitsandbytes accelerate |
| |
| from transformers import AutoTokenizer |
| import transformers |
| import torch |
| |
| model = "CompiwerAI/Mtrini-Selene-1.0-MoE-FreeTier" |
| |
| 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"]) |
| ``` |
