Upload folder using huggingface_hub

README.md

@@ -0,0 +1,55 @@
+---
+license: apache-2.0
+tags:
+- moe
+- frankenmoe
+- merge
+- mergekit
+- lazymergekit
+- MediaTek-Research/Breeze-7B-Instruct-v0_1
+- Azure99/blossom-v4-mistral-7b
+base_model:
+- MediaTek-Research/Breeze-7B-Instruct-v0_1
+- Azure99/blossom-v4-mistral-7b
+---
+
+# Breezeblossom-v4-mistral-2x7B
+
+Breezeblossom-v4-mistral-2x7B is a Mixure of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [MediaTek-Research/Breeze-7B-Instruct-v0_1](https://huggingface.co/MediaTek-Research/Breeze-7B-Instruct-v0_1)
+* [Azure99/blossom-v4-mistral-7b](https://huggingface.co/Azure99/blossom-v4-mistral-7b)
+
+## 🧩 Configuration
+
+```yamlbase_model: MediaTek-Research/Breeze-7B-Instruct-v0_1
+gate_mode: hidden
+dtype: float16
+experts:
+  - source_model: MediaTek-Research/Breeze-7B-Instruct-v0_1
+    positive_prompts: [ "<s>You are a helpful AI assistant built by MediaTek Research. The user you are helping speaks Traditional Chinese and comes from Taiwan.   [INST] 你好，請問你可以完成什麼任務？ [/INST] "]
+  - source_model: Azure99/blossom-v4-mistral-7b
+    positive_prompts: ["A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions. \n|Human|: hello\n|Bot|: "]```
+
+## 💻 Usage
+
+```python
+!pip install -qU transformers bitsandbytes accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "sam-ezai/Breezeblossom-v4-mistral-2x7B"
+
+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"])
+```