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{ | ||
"_descriptorVersion": "0.0.1", | ||
"datePublished": "2024-03-19T11:04:50.000Z", | ||
"name": "Starling LM 7B Beta", | ||
"description": "Starling-LM-7B-beta is a language model fine-tuned through Reinforcement Learning with Human Feedback (RLHF) and AI Feedback (RLAIF), developed by Banghua Zhu, Evan Frick, Tianhao Wu, Hanlin Zhu, Karthik Ganesan, Wei-Lin Chiang, Jian Zhang, and Jiantao Jiao. It is available under an Apache-2.0 license, provided it's not used in competition against OpenAI. Originating from Openchat-3.5-0106, which is based on Mistral-7B-v0.1, Starling-LM-7B-beta employs a new reward model, Nexusflow/Starling-RM-34B, and a policy optimization method, Fine-Tuning Language Models from Human Preferences (PPO). Utilizing the berkeley-nest/Nectar ranking dataset, the enhanced Starling-RM-34B reward model, and a novel reward training and policy tuning pipeline, Starling-LM-7B-beta achieves a score of 8.12 in MT Bench, with GPT-4 serving as the evaluator.", | ||
"author": { | ||
"name": "Nexusflow", | ||
"url": "https://nexusflow.ai/", | ||
"blurb": "Democratize GenAI Agents for Enterprise Workflows." | ||
}, | ||
"numParameters": "3B", | ||
"resources": { | ||
"canonicalUrl": "https://huggingface.co/Nexusflow/Starling-LM-7B-beta", | ||
"downloadUrl": "https://huggingface.co/bartowski/Starling-LM-7B-beta-GGUF", | ||
"paperUrl": "https://starling.cs.berkeley.edu/" | ||
}, | ||
"trainedFor": "instruct", | ||
"arch": "mistral", | ||
"files": { | ||
"highlighted": { | ||
"economical": { | ||
"name": "Starling-LM-7B-beta-IQ4_XS.gguf" | ||
} | ||
}, | ||
"all": [ | ||
{ | ||
"name": "Starling-LM-7B-beta-IQ4_XS.gguf", | ||
"url": "https://huggingface.co/bartowski/Starling-LM-7B-beta-GGUF/resolve/main/Starling-LM-7B-beta-IQ4_XS.gguf", | ||
"sizeBytes": 3944399776, | ||
"quantization": "IQ4_XS", | ||
"format": "gguf", | ||
"sha256checksum": "8320f28768b95e42240c079a265550cb52975002a3cc48616d1eac1b25ecb666", | ||
"publisher": { | ||
"name": "Bartowski", | ||
"socialUrl": "https://huggingface.co/bartowski" | ||
}, | ||
"respository": "bartowski/Starling-LM-7B-beta-GGUF", | ||
"repositoryUrl": "https://huggingface.co/bartowski/Starling-LM-7B-beta-GGUF" | ||
} | ||
] | ||
} | ||
} |
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