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EmertonBeagle-7B-dpo

yleo / EmertonBeagle-7B-dpo

Run on huggingface.co
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Total runs: 16
24-hour runs: 0
7-day runs: 1
30-day runs: 7
Model's Last Updated: February 14 2024
text-generation

Introduction of EmertonBeagle-7B-dpo

Model Details of EmertonBeagle-7B-dpo

🦜 EmertonBeagle-7B-dpo

EmertonOmniBeagle-7B-dpo is a DPO fine-tune of mlabonne/OmniBeagle14-7B using the yleo/emerton_dpo_pairs_judge preference dataset created from Intel/orca_dpo_pairs by replacing gpt 3.5 answer by a gpt4 Turbo answer. Then, gpt4 Turbo is put as chosen whereas gpt4 is put as rejected.

🔍 Applications

This model uses a context window of 8k. It is compatible with different templates, like chatml and Llama's chat template.

🏆 Evaluation
Open LLM Leaderboard

To come...

💻 Usage 
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "yleo/EmertonBeagle-7B"
messages = [{"role": "user", "content": "How to improve LLM fine-tuning?"}]
tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
"text-generation",
model=model,
torch_dtype=torch.float16,
device_map="auto",
)
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"])

Runs of yleo EmertonBeagle-7B-dpo on huggingface.co

16
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
7
30-day runs

More Information About EmertonBeagle-7B-dpo huggingface.co Model

More EmertonBeagle-7B-dpo license Visit here:

https://choosealicense.com/licenses/cc-by-nc-4.0

EmertonBeagle-7B-dpo huggingface.co

EmertonBeagle-7B-dpo huggingface.co is an AI model on huggingface.co that provides EmertonBeagle-7B-dpo's model effect (), which can be used instantly with this yleo EmertonBeagle-7B-dpo model. huggingface.co supports a free trial of the EmertonBeagle-7B-dpo model, and also provides paid use of the EmertonBeagle-7B-dpo. Support call EmertonBeagle-7B-dpo model through api, including Node.js, Python, http.

EmertonBeagle-7B-dpo huggingface.co Url

https://huggingface.co/yleo/EmertonBeagle-7B-dpo

yleo EmertonBeagle-7B-dpo online free

EmertonBeagle-7B-dpo huggingface.co is an online trial and call api platform, which integrates EmertonBeagle-7B-dpo's modeling effects, including api services, and provides a free online trial of EmertonBeagle-7B-dpo, you can try EmertonBeagle-7B-dpo online for free by clicking the link below.

yleo EmertonBeagle-7B-dpo online free url in huggingface.co:

https://huggingface.co/yleo/EmertonBeagle-7B-dpo

EmertonBeagle-7B-dpo install

EmertonBeagle-7B-dpo is an open source model from GitHub that offers a free installation service, and any user can find EmertonBeagle-7B-dpo on GitHub to install. At the same time, huggingface.co provides the effect of EmertonBeagle-7B-dpo install, users can directly use EmertonBeagle-7B-dpo installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

EmertonBeagle-7B-dpo install url in huggingface.co:

https://huggingface.co/yleo/EmertonBeagle-7B-dpo

Url of EmertonBeagle-7B-dpo

EmertonBeagle-7B-dpo huggingface.co Url

Provider of EmertonBeagle-7B-dpo huggingface.co

yleo
ORGANIZATIONS
huggingface.co

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