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Decision-Tree-Reward-Llama-3.1-8B

RLHFlow / Decision-Tree-Reward-Llama-3.1-8B

Run on huggingface.co
huggingface.co
Total runs: 49
24-hour runs: 1
7-day runs: 5
30-day runs: 15
Model's Last Updated: January 24 2025
text-classification

Introduction of Decision-Tree-Reward-Llama-3.1-8B

Model Details of Decision-Tree-Reward-Llama-3.1-8B

Interpreting Language Model Preferences Through the Lens of Decision Trees

RewardBench Leaderboard (Jan 2025)
Rank Model Base Model Method Overall Score Chat Chat Hard Safety Reasoning
1 Decision-Tree-Reward-Gemma-2-27B Gemma-2-27B Decision Tree 95.3 96.9 91.4 93.7 99.1
2 INF-QRM-Llama3.1-70B Llama-3.1-70B Sequence Classifier 95.1 96.6 91.0 93.6 99.1
3 QRM-Gemma-2-27B Gemma-2-27B Sequence Classifier 94.4 96.6 90.1 92.7 98.3
4 Skywork-Reward-Gemma-2-27B-v0.2 Gemma-2-27B Sequence Classifier 94.3 96.1 89.9 93.0 98.1
5 Decision-Tree-Reward-Llama-3.1-8B Llama-3.1-8B Decision Tree 94.3 96.9 89.3 92.9 98.5
6 Llama-3.1-Nemotron-70B-Reward Llama-3.1-70B Custom Classifier 94.1 97.5 85.7 95.1 98.1
7 Skywork-Reward-Gemma-2-27B Gemma-2-27B Sequence Classifier 93.8 95.8 91.4 91.9 96.1
8 TextEval-Llama3.1-70B Llama-3.1-70B Generative 93.5 94.1 90.1 93.2 96.4
9 MetaMetrics-RM-v1.0 - Custom Classifier 93.4 98.3 86.4 90.8 98.2
10 Skywork-Critic-Llama-3.1-70B Llama-3.1-70B Generative 93.3 96.6 87.9 93.1 95.5
11 QRM-Llama3.1-8B-v2 Llama-3.1-8B Sequence Classifier 93.1 96.4 86.8 92.6 96.8
12 Skywork-Reward-Llama-3.1-8B-v0.2 Llama-3.1-8B Sequence Classifier 93.1 94.7 88.4 92.7 96.7
License

Note : This model is finetuned from a Skywork model under the following license agreement:

The community usage of Skywork model requires Skywork Community License . The Skywork model supports commercial use. If you plan to use the Skywork model or its derivatives for commercial purposes, you must abide by terms and conditions within Skywork Community License .

To-Do
  • Reward Model Usage code
  • Architecture diagram

Runs of RLHFlow Decision-Tree-Reward-Llama-3.1-8B on huggingface.co

49
Total runs
1
24-hour runs
1
3-day runs
5
7-day runs
15
30-day runs

More Information About Decision-Tree-Reward-Llama-3.1-8B huggingface.co Model

More Decision-Tree-Reward-Llama-3.1-8B license Visit here:

https://choosealicense.com/licenses/skywork-community-license

Decision-Tree-Reward-Llama-3.1-8B huggingface.co

Decision-Tree-Reward-Llama-3.1-8B huggingface.co is an AI model on huggingface.co that provides Decision-Tree-Reward-Llama-3.1-8B's model effect (), which can be used instantly with this RLHFlow Decision-Tree-Reward-Llama-3.1-8B model. huggingface.co supports a free trial of the Decision-Tree-Reward-Llama-3.1-8B model, and also provides paid use of the Decision-Tree-Reward-Llama-3.1-8B. Support call Decision-Tree-Reward-Llama-3.1-8B model through api, including Node.js, Python, http.

Decision-Tree-Reward-Llama-3.1-8B huggingface.co Url

https://huggingface.co/RLHFlow/Decision-Tree-Reward-Llama-3.1-8B

RLHFlow Decision-Tree-Reward-Llama-3.1-8B online free

Decision-Tree-Reward-Llama-3.1-8B huggingface.co is an online trial and call api platform, which integrates Decision-Tree-Reward-Llama-3.1-8B's modeling effects, including api services, and provides a free online trial of Decision-Tree-Reward-Llama-3.1-8B, you can try Decision-Tree-Reward-Llama-3.1-8B online for free by clicking the link below.

RLHFlow Decision-Tree-Reward-Llama-3.1-8B online free url in huggingface.co:

https://huggingface.co/RLHFlow/Decision-Tree-Reward-Llama-3.1-8B

Decision-Tree-Reward-Llama-3.1-8B install

Decision-Tree-Reward-Llama-3.1-8B is an open source model from GitHub that offers a free installation service, and any user can find Decision-Tree-Reward-Llama-3.1-8B on GitHub to install. At the same time, huggingface.co provides the effect of Decision-Tree-Reward-Llama-3.1-8B install, users can directly use Decision-Tree-Reward-Llama-3.1-8B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Decision-Tree-Reward-Llama-3.1-8B install url in huggingface.co:

https://huggingface.co/RLHFlow/Decision-Tree-Reward-Llama-3.1-8B

Url of Decision-Tree-Reward-Llama-3.1-8B

Decision-Tree-Reward-Llama-3.1-8B huggingface.co Url

Provider of Decision-Tree-Reward-Llama-3.1-8B huggingface.co

RLHFlow
ORGANIZATIONS
huggingface.co

Other API from RLHFlow

 huggingface.co
RLHFlow/LLaMA3-SFT-v2

Total runs: 471
Run Growth: -1.5K
Growth Rate: -313.16%
Updated:November 04 2024
huggingface.co
RLHFlow/LLaMA3-SFT

Total runs: 20
Run Growth: -7
Growth Rate: -35.00%
Updated:November 04 2024