dolphin-2.8-mistral-v02-2x7b
dolphin-2.8-mistral-v02-2x7b is a Mixture of Experts (MoE) made with the following models using LazyMergekit:
𧩠Configuration
base_model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
experts:
- source_model: cognitivecomputations/dolphin-2.8-mistral-7b-v02
positive_prompts:
- "chat"
- "assistant"
- "tell me"
- "explain"
- "I want"
- source_model: OpenPipe/mistral-ft-optimized-1227
positive_prompts:
- "code"
- "python"
- "javascript"
- "programming"
- "algorithm"
π» Usage
!pip install -qU transformers bitsandbytes accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "frost19k/dolphin-2.8-mistral-v02-2x7b"
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"])
- Downloads last month
- 7
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for frost19k/dolphin-2.8-mistral-v02-2x7b
Merge model
this model