Llama-3.1-Tulu-3-70B-SFT
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Llama 3.1 Tulu 3 70B SFT
Overview :
Llama-3.1-Tulu-3-70B-SFT is part of the Tülu3 model family, designed to provide comprehensive guidelines for modern post-training techniques. This model excels not only in chat tasks but also achieves state-of-the-art performance across various tasks including MATH, GSM8K, and IFEval. It is trained on publicly available, synthetic, and human-created datasets, primarily using English, and follows the Llama 3.1 community license agreement.
Target Users :
The target audience includes researchers, developers, and educational institutions, who can utilize this model for natural language processing tasks, especially in scenarios that require understanding and executing complex instructions. Due to its multitasking capabilities, it is also suitable for users seeking a single model that can handle various language tasks.
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Use Cases
Researchers using the model to test its mathematical problem-solving abilities on the MATH benchmark.
Developers integrating the model into chat applications to provide intelligent conversational assistant features.
Educational institutions utilizing the model for language instruction to enhance students' language comprehension and application skills.
Features
? Instruction Following: The model can understand and execute a wide range of task instructions.
? Multitasking Performance: In addition to chatting, it can handle multiple tasks including mathematics and question answering.
? Open-source Data and Code: Offers completely open-source data, code, and post-training technical guidelines.
? High Performance: Demonstrates excellent results on multiple benchmarks such as MMLU, PopQA, and TruthfulQA.
? Safety Considerations: While training has limited safety measures, it can generate problematic outputs, especially when specifically prompted.
? Easy to Deploy: Can be easily loaded and deployed via the HuggingFace platform.
? Community Support: The model boasts an active community providing discussions and feedback.
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