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Open CoT Leaderboard
Track, rank and evaluate open LLMs' CoT quality
Logikon AI
non-profit
AI & ML interests
Critical Thinking 🤝 Generative AI
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ggbetz
updated
a
Space
about 2 months ago
ggbetz
updated
a
collection
about 2 months ago
ggbetz
updated
a
dataset
3 months ago
Post
1450
Hi, just a brief follow-up on our Guided Reasoning (GuiR) system:
I've created a template space that facilitates testing:
1. Duplicate space logikon/guir-chat
2. Setup your own inference servers and provide details in config file
3. Add api keys as secrets
4. Your personal GuiR playground is ready
Cheers, Gregor
I've created a template space that facilitates testing:
1. Duplicate space logikon/guir-chat
2. Setup your own inference servers and provide details in config file
3. Add api keys as secrets
4. Your personal GuiR playground is ready
Cheers, Gregor
Post
1178
🧭 Guided Reasoning
👋Hi everyone,
We've been releasing Guided Reasoning:
Our AI guides walk your favorite LLM through complex reasoning problems.
🎯 Goals:
1️⃣ Reliability. AIs consistently follow reasoning methods.
2️⃣ Self-explainability. AIs see reasoning protocols and can explain internal deliberation.
3️⃣ Contestability. Users may amend AI reasoning and revise plausibility assessments.
Try out Guided Reasoning with our light demo chatbot, powered by 🤗 HuggingFace's free Inference Api and small LLMs. (Sorry for poor latency and limited availability -- we are currently searching for 💸 compute sponsors to run more powerful models, faster, and optimize guided reasoning performance.)
Built on top of Logikon's open-source AI reasoning analytics.
Demo chat app: logikon/benjamin-chat
Github: https://github.com/logikon-ai/logikon
Technical report: https://arxiv.org/abs/2408.16331
➡️ Check it out and get involved! Looking forward to hearing from you.
👋Hi everyone,
We've been releasing Guided Reasoning:
Our AI guides walk your favorite LLM through complex reasoning problems.
🎯 Goals:
1️⃣ Reliability. AIs consistently follow reasoning methods.
2️⃣ Self-explainability. AIs see reasoning protocols and can explain internal deliberation.
3️⃣ Contestability. Users may amend AI reasoning and revise plausibility assessments.
Try out Guided Reasoning with our light demo chatbot, powered by 🤗 HuggingFace's free Inference Api and small LLMs. (Sorry for poor latency and limited availability -- we are currently searching for 💸 compute sponsors to run more powerful models, faster, and optimize guided reasoning performance.)
Built on top of Logikon's open-source AI reasoning analytics.
Demo chat app: logikon/benjamin-chat
Github: https://github.com/logikon-ai/logikon
Technical report: https://arxiv.org/abs/2408.16331
➡️ Check it out and get involved! Looking forward to hearing from you.
Post
1439
🥇Open CoT Leaderboard
We're delighted to announce the [Open CoT Leaderboard]( logikon/open_cot_leaderboard) on 🤗 Spaces.
Unlike other LLM performance leaderboards, the Open CoT Leaderboard is not tracking absolute benchmark accuracies, but relative **accuracy gains** due to **chain-of-thought**.
Eval datasets that underpin the leaderboard are hosted [here](https://huggingface.co/cot-leaderboard).
Feedback and suggestions more than welcome.
@clefourrier
We're delighted to announce the [Open CoT Leaderboard]( logikon/open_cot_leaderboard) on 🤗 Spaces.
Unlike other LLM performance leaderboards, the Open CoT Leaderboard is not tracking absolute benchmark accuracies, but relative **accuracy gains** due to **chain-of-thought**.
Eval datasets that underpin the leaderboard are hosted [here](https://huggingface.co/cot-leaderboard).
Feedback and suggestions more than welcome.
@clefourrier
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- 5 replies
ggbetz
updated
a
dataset
about 1 year ago
ggbetz
authored
4
papers
over 1 year ago
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Paper
•
2206.04615
•
Published
•
5
Critical Thinking for Language Models
Paper
•
2009.07185
•
Published
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models
Paper
•
2110.01509
•
Published
Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2
Paper
•
2103.13033
•
Published