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ParrotMathOgno-7B

yleo / ParrotMathOgno-7B

Run on huggingface.co
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Total runs: 5
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: February 16 2024
text-generation

Introduction of ParrotMathOgno-7B

Model Details of ParrotMathOgno-7B

🦜 ParrotMathOgno-7B

ParrotOgno-7B is a DPO fine-tune of paulml/OGNO-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/ParrotOgno-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 ParrotMathOgno-7B on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
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30-day runs

More Information About ParrotMathOgno-7B huggingface.co Model

More ParrotMathOgno-7B license Visit here:

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

ParrotMathOgno-7B huggingface.co

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

ParrotMathOgno-7B huggingface.co Url

https://huggingface.co/yleo/ParrotMathOgno-7B

yleo ParrotMathOgno-7B online free

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

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

https://huggingface.co/yleo/ParrotMathOgno-7B

ParrotMathOgno-7B install

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

ParrotMathOgno-7B install url in huggingface.co:

https://huggingface.co/yleo/ParrotMathOgno-7B

Url of ParrotMathOgno-7B

ParrotMathOgno-7B huggingface.co Url

Provider of ParrotMathOgno-7B huggingface.co

yleo
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