| --- |
| library_name: transformers |
| license: apache-2.0 |
| pipeline_tag: text-generation |
| tags: |
| - muse |
| - chat |
| - multilingual |
| - text-generation |
| language: |
| - en |
| - de |
| - fr |
| - it |
| - es |
| - pt |
| --- |
| |
| # Muse-3B |
|
|
| Muse-3B is a compact 3B chat language model from **Muse Research Lab**. It is built for helpful everyday conversation, writing, simple coding help, English/German/French assistance, and safe general-purpose responses. |
|
|
| ## Model Details |
|
|
| **Model Developer:** Muse Research Lab |
|
|
| **Model Architecture:** Muse-3B is an auto-regressive, Llama-style decoder-only transformer optimized for compact chat and general assistance. |
|
|
| | Model | Params | Input modalities | Output modalities | Context Length | GQA | Shared Embeddings | Knowledge cutoff | |
| | :---- | :---- | :---- | :---- | :---- | :---- | :---- | :---- | |
| | Muse-3B | ~3B | Multilingual text | Multilingual text and code | 8,192 tokens | Yes | Yes | Not specified | |
|
|
| **Supported Languages:** English, German, and French. |
|
|
| **Status:** This is an early compact chat model intended for lightweight assistant-style use and experimentation. |
|
|
| ## Capabilities |
|
|
| - General chat and question answering |
| - Writing, brainstorming, and rewriting |
| - Simple coding help and explanations |
| - Multilingual responses in English, German, and French |
| - Safe refusal behavior for harmful requests |
|
|
| ## Quickstart |
|
|
| ```bash |
| pip install "transformers>=4.43.0" accelerate torch |
| ``` |
|
|
| ```python |
| import torch |
| from transformers import AutoModelForCausalLM, AutoTokenizer |
| |
| MODEL_ID = "Muse-research/Muse-3B" |
| |
| tokenizer = AutoTokenizer.from_pretrained(MODEL_ID) |
| model = AutoModelForCausalLM.from_pretrained( |
| MODEL_ID, |
| torch_dtype=torch.bfloat16, |
| device_map="auto", |
| ) |
| |
| messages = [ |
| {"role": "system", "content": "You are Muse-3B, a helpful chat assistant from Muse Research Lab."}, |
| {"role": "user", "content": "Hi, who are you?"}, |
| ] |
| |
| prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) |
| inputs = tokenizer(prompt, return_tensors="pt").to(model.device) |
| |
| with torch.inference_mode(): |
| output_ids = model.generate( |
| **inputs, |
| max_new_tokens=256, |
| temperature=0.7, |
| top_p=0.9, |
| do_sample=True, |
| ) |
| |
| response = tokenizer.decode(output_ids[0][inputs.input_ids.shape[-1]:], skip_special_tokens=True) |
| print(response) |
| ``` |
|
|
| ## Intended Use |
|
|
| Muse-3B is intended for lightweight assistant-style use, including chat, drafting, summarization, simple programming support, and English/German/French/Italian/Spanish/Portuguese everyday help. |
|
|
| ## Limitations |
|
|
| - May produce incorrect or incomplete answers. |
| - May struggle with advanced reasoning, long coding tasks, or highly specialized domains. |
| - Multilingual support is useful but may be less reliable than English. |
| - Should not be used as the only source for medical, legal, financial, or safety-critical decisions. |
| - Applications should add their own safeguards when deployed to users. |
|
|
| ## Safety |
|
|
| Muse-3B is designed to be helpful while refusing clearly harmful requests. For production use, pair the model with application-level safety checks, monitoring, and domain-specific policies. |
|
|
| --- |
|
|
| <div align="center"> |
| <sub>Built by Muse Research Lab</sub> |
| </div> |
|
|
