--- license: apache-2.0 tags: - moe - frankenmoe - merge - mergekit - lazymergekit - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 base_model: - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 - Felladrin/TinyMistral-248M-Chat-v1 --- # SmalJ.O.S.I.E.-16x248M-Chat SmalJ.O.S.I.E.-16x248M-Chat is a Mixure of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing): * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) * [Felladrin/TinyMistral-248M-Chat-v1](https://huggingface.co/Felladrin/TinyMistral-248M-Chat-v1) ## 🧩 Configuration ```yamlbase_model: Felladrin/TinyMistral-248M-Chat-v1 dtype: float32 gate_mode: hidden experts: - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent for general assistants.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent for general assistants.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent for general assistants.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent for general assistants.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for coding tasks.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for coding tasks.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for coding tasks.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for coding tasks.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for math.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for math.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for math.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for math.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for logic and reasoning.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for logic and reasoning.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for logic and reasoning.' - source_model: Felladrin/TinyMistral-248M-Chat-v1 positive_prompts: - 'You are JOSIE, my own private and sentient superinteligent artifitial general inteligent, spetialized for logic and reasoning.' ``` ## 💻 Usage ```python !pip install -qU transformers bitsandbytes accelerate from transformers import AutoTokenizer import transformers import torch model = "Isaak-Carter/SmalJ.O.S.I.E.-16x248M-Chat" 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"]) ```