H-D-T/Buzz-3b-small-v0.6.3

TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:May 19, 2024License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

H-D-T/Buzz-3b-small-v0.6.3 is an 8 billion parameter intermediate checkpoint of the Buzz model, trained on the Buzz-slice-1-10 and Buzz-slice-2-10 ShareGPT datasets using the Llama 3 chat template. This model is designed to function as a general-purpose chat assistant, capable of performing tasks such as code generation, character roleplay, task breakdown, tutorials, data analysis, and mathematical calculations. It represents an early stage in the Buzz model's development, having completed 2/10ths of its intended training on the full Buzz dataset.

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Model Overview

H-D-T/Buzz-3b-small-v0.6.3 is an 8 billion parameter intermediate checkpoint from the Buzz model series. It has been trained on a subset of the Buzz dataset, specifically H-D-T/Buzz-slice-1-10 and H-D-T/Buzz-slice-2-10, which are ShareGPT-formatted datasets. The model utilizes the Llama 3 chat template and has undergone a single epoch of training over approximately 6.2 million examples, representing 2/10ths of its full training progression.

Key Capabilities

This model is designed to operate as a versatile chat assistant, capable of a range of tasks, including:

  • Code generation
  • Character roleplay
  • Task breakdown and planning
  • Providing tutorials and step-by-step walkthroughs
  • Data analysis
  • Performing mathematical calculations

Intended Uses

Buzz-3b-small-v0.6.3 is suitable for applications requiring a general-purpose conversational AI. While it performs well in typical assistant tasks, users should be aware that, as an intermediate checkpoint, its outputs may exhibit some degree of inaccuracy. It is a foundational model for further development and fine-tuning.