
Stable Beluga 7B

Stable Beluga 7B is a large language model developed by Stability-Ai, featuring 7b parameters. It operates under the Stable Beluga Non-Commercial Community License Agreement (STABLE-BELUGA-NON-COMMERCIAL-COMMUNITY-LICENSE). The model is designed with a focus on enhanced reasoning capabilities, building upon the Llama 2 architecture through fine-tuning.
Description of Stable Beluga 7B
Stable Beluga 7B is an auto-regressive language model fine-tuned on Llama2 7B, trained on an Orca-style dataset to enhance reasoning and instruction-following capabilities. It is optimized for general-purpose language tasks while prioritizing safety and helpfulness in responses. The model emphasizes close adherence to instructions and is designed to deliver reliable, context-aware performance across diverse applications.
Parameters & Context Length of Stable Beluga 7B
Stable Beluga 7B has a parameter size of 7b, which is efficient for general tasks while balancing performance and resource usage. Its context length of 4k tokens is suitable for short tasks but limits its ability to handle very long texts. The 7b parameter count ensures faster inference and lower computational demands, making it accessible for a wide range of applications. However, the 4k context length restricts its effectiveness for extended conversations or document processing.
- Stable Beluga 7B has a parameter size of 7b, enabling efficient performance for general tasks.
- Stable Beluga 7B has a context length of 4k tokens, suitable for short tasks but limited for long texts.
Possible Intended Uses of Stable Beluga 7B
Stable Beluga 7B is a versatile model with 7b parameters that could be explored for answering questions, generating text content, and assisting with coding tasks. These uses are possible applications that may require further testing to ensure effectiveness and alignment with specific needs. While the model’s design supports general-purpose tasks, its suitability for any given scenario would depend on factors like input complexity, output requirements, and contextual constraints. Possible uses might include drafting documents, providing explanations, or supporting software development workflows, but these potential applications should be thoroughly evaluated before deployment.
- Stable Beluga 7B could be used for answering questions
- Stable Beluga 7B could be used for generating text content
- Stable Beluga 7B could be used for assisting with coding tasks
Possible Applications of Stable Beluga 7B
Stable Beluga 7B is a model with 7b parameters that could be explored for possible applications such as generating educational materials, supporting creative writing, assisting with technical documentation, and streamlining content creation workflows. These potential uses might offer value in scenarios requiring text generation, explanation, or task automation, but their suitability would depend on specific requirements and contextual factors. Possible applications could include drafting summaries, enhancing productivity in non-critical tasks, or providing guidance for general problem-solving, though each potential use case would need rigorous testing and validation before implementation.
- Stable Beluga 7B could be used for generating educational materials
- Stable Beluga 7B could be used for supporting creative writing
- Stable Beluga 7B could be used for assisting with technical documentation
- Stable Beluga 7B could be used for streamlining content creation workflows
Quantized Versions & Hardware Requirements of Stable Beluga 7B
Stable Beluga 7B in its medium q4 version requires a GPU with at least 16GB VRAM for efficient operation, making it suitable for mid-range graphics cards. System memory should be at least 32GB, and adequate cooling is recommended to handle the workload. This quantization balances precision and performance, allowing deployment on devices with moderate hardware capabilities.
- fp16, q2, q3, q4, q5, q6, q8
Conclusion
Stable Beluga 7B is a large language model developed by Stability-Ai with 7b parameters, designed for general-purpose tasks and enhanced reasoning capabilities. It operates under the Stable Beluga Non-Commercial Community License Agreement and emphasizes safety, helpfulness, and close instruction-following in its responses.