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Sponsored by
APIMart
deepseek-ai / deepseek-llm-7b-base
Model's Last Updated: November 30 2023
text-generation
Introduction of deepseek-llm-7b-base
Model Details of deepseek-llm-7b-base
[🏠Homepage] | [🤖 Chat with DeepSeek LLM] | [Discord] | [Wechat(微信)]
1. Introduction of Deepseek LLM
Introducing DeepSeek LLM, an advanced language model comprising 7 billion parameters. It has been trained from scratch on a vast dataset of 2 trillion tokens in both English and Chinese. In order to foster research, we have made DeepSeek LLM 7B/67B Base and DeepSeek LLM 7B/67B Chat open source for the research community.
2. Model Summary
deepseek-llm-7b-base
is a 7B parameter model with Multi-Head Attention trained on 2 trillion tokens from scratch.
- Home Page: DeepSeek
- Repository: deepseek-ai/deepseek-LLM
- Chat With DeepSeek LLM: DeepSeek-LLM
3. How to Use
Here give some examples of how to use our model.
Text Completion
import torch
from transformers import AutoTokenizer, AutoModelForCausalLM, GenerationConfig
model_name = "deepseek-ai/deepseek-llm-7b-base"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, device_map="auto")
model.generation_config = GenerationConfig.from_pretrained(model_name)
model.generation_config.pad_token_id = model.generation_config.eos_token_id
text = "An attention function can be described as mapping a query and a set of key-value pairs to an output, where the query, keys, values, and output are all vectors. The output is"
inputs = tokenizer(text, return_tensors="pt")
outputs = model.generate(**inputs.to(model.device), max_new_tokens=100)
result = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(result)
4. License
This code repository is licensed under the MIT License. The use of DeepSeek LLM models is subject to the Model License. DeepSeek LLM supports commercial use.
See the LICENSE-MODEL for more details.
5. Contact
If you have any questions, please raise an issue or contact us at [email protected] .
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More Information About deepseek-llm-7b-base huggingface.co Model
Url of deepseek-llm-7b-base
deepseek-llm-7b-base huggingface.co Url
Provider of deepseek-llm-7b-base huggingface.co
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