Experimental browser for the Atmosphere
5. Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models (Lu et al., 2023) A cool study on LLM planners, how they use tools, and their failure modes. An interesting finding is that different LLMs have different tool preferences: arxiv.org/abs/2304.09842
Dec 13, 2024, 4:05 AM
{ "uri": "at://did:plc:xdnifsedajxdcxn7wui6nxev/app.bsky.feed.post/3ld5vtdqesc2w", "cid": "bafyreiesr52ujrufem5iaaeeuhute4ebuzppyj7brgg6pspdgwhoqnqqpu", "value": { "text": "5. Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models (Lu et al., 2023)\n\nA cool study on LLM planners, how they use tools, and their failure modes. An interesting finding is that different LLMs have different tool preferences: arxiv.org/abs/2304.09842", "$type": "app.bsky.feed.post", "embed": { "$type": "app.bsky.embed.external", "external": { "uri": "https://arxiv.org/abs/2304.09842", "thumb": { "$type": "blob", "ref": { "$link": "bafkreibdnoxxy325kte7feolq77arkvjvgsnmsmzwmsr4spghh3jug5cpy" }, "mimeType": "image/jpeg", "size": 146963 }, "title": "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models", "description": "Large language models (LLMs) have achieved remarkable progress in solving various natural language processing tasks due to emergent reasoning abilities. However, LLMs have inherent limitations as they..." } }, "langs": [ "en" ], "reply": { "root": { "cid": "bafyreiboicjtmoshf6b7i536sckhbylx3qronji5udz5woj3nwoqne76dy", "uri": "at://did:plc:xdnifsedajxdcxn7wui6nxev/app.bsky.feed.post/3ld5vjdpcwk2w" }, "parent": { "cid": "bafyreifghrwc64xdsjqwgojra3k63rssinmowrks3hds2ahm4tbmvmarsi", "uri": "at://did:plc:xdnifsedajxdcxn7wui6nxev/app.bsky.feed.post/3ld5vtdbm5c2w" } }, "facets": [ { "index": { "byteEnd": 276, "byteStart": 252 }, "features": [ { "uri": "https://arxiv.org/abs/2304.09842", "$type": "app.bsky.richtext.facet#link" } ] } ], "createdAt": "2024-12-13T04:05:53.197Z" } }