distribution dataset of production incidents collected at Microsoft. Results show that ReAct performs competitively with strong retrieval and reasoning baselines, but with highly increased factual accuracy. We then extend this evaluation by incorporating discussions associated with incident reports as additio...
distribution dataset of production incidents collected at Microsoft. Results show that ReAct performs competitively with strong retrieval and reasoning baselines, but with highly increased factual accuracy. We then extend this evaluation by incorporating discussions associated with incident reports as additional...
## If you would like to experience the grounded captioning functionality (responses that include both object localization and reasoning), you need to add the special token <|grounding|> at the beginning of the prompt. Examples could be found in Figure 9 of our paper. conversation = [ { "ro...
We introduce an innovative methodology to distill reasoning capabilities from the long-Chain-of-Thought (CoT) model, specifically from one of the DeepSeek R1 series models, into standard LLMs, particularly DeepSeek-V3. Our pipeline elegantly incorporates the verification and reflection patterns of R1...
llm_judge long_json_decode lora mmlu mtbench multi_chain_reasoning multi_document_qa multi_turn_chat react tip_suggestion tree_of_thought_deep tree_of_thought_v0 docker docs examples python scripts sgl-kernel sgl-router test .editorconfig .gitignore .gitmodules .isort.cfg .pre-commit-config.ya...
As a result, boolean programs are useful for reasoning about temporal properties of software, which depend on such correlations. We have created a model checker for boolean programs called Bebop. Given a boolean program B and a statement s in B, Bebop determines if s is reachable in B ...
distribution dataset of production incidents collected at Microsoft. Results show that ReAct performs competitively with strong retrieval and reasoning baselines, but with highly increased factual accuracy. We then extend this evaluation by incorporating discussions associated with incident reports as ...
llm_judge long_json_decode mmlu mtbench multi_chain_reasoning multi_document_qa multi_turn_chat react tip_suggestion tree_of_thought_deep tree_of_thought_v0 docker docs examples playground python scripts test .gitignore .gitmodules .isort.cfg .pre-commit-config.yaml LICENSE READM...
llm_judge long_json_decode mmlu mtbench multi_chain_reasoning multi_document_qa multi_turn_chat react tip_suggestion tree_of_thought_deep tree_of_thought_v0 docker docs examples playground python scripts test .gitignore .gitmodules .isort.cfg .pre-commit-config.yaml LICENSE READM...
llm_judge long_json_decode mmlu mtbench multi_chain_reasoning multi_document_qa multi_turn_chat react tip_suggestion tree_of_thought_deep tree_of_thought_v0 docker docs examples playground python scripts test .gitignore .gitmodules .isort.cfg .pre-commit-config.yaml LICENSE README....