Llama3 Groq Tool Use 70B
Llama3 Groq Tool Use 70B is a large language model developed by Groq Inc, featuring 70b parameters. It operates under the Meta Llama 3 Community License Agreement – Adapted For Groq 8B/70B Tool Use (META-LLAMA-3-GROQ), emphasizing open-source AI advancements tailored for tool use and function calling.
Description of Llama3 Groq Tool Use 70B
Llama3 Groq Tool Use 70B is a 70B parameter version of the Llama 3 Groq Tool Use model, specifically designed for advanced tool use and function calling tasks. It is a causal language model fine-tuned for tool use with an optimized transformer architecture, full fine-tuning, and Direct Preference Optimization (DPO) applied to the Llama 3 70B base model. This model excels at API interactions, structured data manipulation, and handling complex tool use scenarios. It operates under the Meta Llama 3 Community License Agreement – Adapted For Groq 8B/70B Tool Use (META-LLAMA-3-GROQ) and is maintained by Groq Inc, focusing on advancing open-source AI capabilities for tool-centric applications.
Parameters & Context Length of Llama3 Groq Tool Use 70B
Llama3 Groq Tool Use 70B has 70b parameters, placing it in the category of very large models capable of handling complex tasks but requiring significant computational resources. Its 4k context length is suitable for short to moderate tasks, making it effective for focused interactions but less ideal for extended text processing. The high parameter count enables advanced tool use and function calling, while the limited context length may restrict its ability to manage lengthy or intricate sequences.
- Name: Llama3 Groq Tool Use 70B
- Parameter Size: 70b
- Context Length: 4k
- Implications: Very large models for complex tasks, short contexts for focused interactions.
Possible Intended Uses of Llama3 Groq Tool Use 70B
Llama3 Groq Tool Use 70B is a model designed for tool use and function calling, with possible applications in research and development, API interactions, structured data manipulation, and complex tool scenarios. Its possible uses could include automating workflows, enhancing tool integration, or improving function execution in controlled environments. However, these possible uses require thorough investigation to ensure alignment with specific goals and constraints. The model’s focus on tool-centric tasks suggests it could support experimental projects or specialized workflows, but its effectiveness in real-world settings would depend on further testing and adaptation.
- Intended Uses: research and development in tool use, function calling scenarios, api interactions, structured data manipulation, complex tool use
Possible Applications of Llama3 Groq Tool Use 70B
Llama3 Groq Tool Use 70B is a model with possible applications in areas like research and development, API interactions, structured data manipulation, and complex tool scenarios. Its possible uses could include automating repetitive tasks, enhancing function calling in controlled environments, or supporting experimental workflows where tool integration is critical. Possible applications might also involve optimizing structured data handling or refining interactions with external systems through its specialized fine-tuning. However, these possible uses require thorough evaluation to ensure they align with specific requirements and constraints. Each application must be thoroughly evaluated and tested before use.
- Possible Applications: research and development in tool use, function calling scenarios, api interactions, structured data manipulation, complex tool use
Quantized Versions & Hardware Requirements of Llama3 Groq Tool Use 70B
Llama3 Groq Tool Use 70B in its medium q4 version requires significant hardware resources, with VRAM needs likely exceeding 32GB for efficient operation, depending on system configuration and workload. This version balances precision and performance, making it suitable for environments with high computational capacity. Quantized versions include fp16, q2, q3, q4, q5, q6, q8.
- Quantized Versions: fp16, q2, q3, q4, q5, q6, q8
Conclusion
Llama3 Groq Tool Use 70B is a large language model developed by Groq Inc with 70b parameters, optimized for tool use, function calling, and API interactions. It operates under the Meta Llama 3 Community License Agreement and is designed to balance performance and resource efficiency for specialized tasks.