Toppy
About
The Toppy family of LLMs, rooted in the foundational model Toppy M 7B, is an advanced collection of models developed via innovative merging techniques. Toppy M 7B is a substantial 7-billion parameter model, crafted by integrating several other models like openchat/openchat_3.5, NousResearch/Nous-Capybara-7B-V1.9, and HuggingFaceH4/zephyr-7b-beta, utilizing the task_arithmetic merge method from mergekit 45. This process enhances the model's capabilities through the inclusion of various LoRAs (Low-Rank Adaptation) 45. Boasting multilingual abilities and proficiency in code generation, the model is versatile for multiple applications 2. The family also includes multiple quantized versions for different performance and resource balancing needs 6. It is important to note that some repositories associated with Toppy models have been flagged for sensitive content 310.
Specifications(1 models)
| Model | Released | Context | Parameters | Structured Outputs |
|---|---|---|---|---|
| Toppy M 7B | 2023-12 | 4K | 7B | Yes |
Available From(2 providers)
Pricing
| Model | Provider | Input / 1M | Output / 1M | Type |
|---|---|---|---|---|
| Toppy M 7B | Together AI | $0.2 | $0.2 | Serverless |
| Toppy M 7B | Fireworks AI | $0.2 | $0.2 | Provisioned |
Frequently Asked Questions
- What is Toppy?
- The Toppy family of LLMs, rooted in the foundational model Toppy M 7B, is an advanced collection of models developed via innovative merging techniques. Toppy M 7B is a substantial 7-billion parameter model, crafted by integrating several other models like openchat/openchat_3.5, NousResearch/Nous-Capybara-7B-V1.9, and HuggingFaceH4/zephyr-7b-beta, utilizing the task_arithmetic merge method from mergekit 45. This process enhances the model's capabilities through the inclusion of various LoRAs (Low-Rank Adaptation) 45. Boasting multilingual abilities and proficiency in code generation, the model is versatile for multiple applications 2. The family also includes multiple quantized versions for different performance and resource balancing needs 6. It is important to note that some repositories associated with Toppy models have been flagged for sensitive content 310.
- How many models are in the Toppy family?
- The Toppy family contains 1 model.
- What is the latest Toppy model?
- The latest model is Toppy M 7B, released in 2023-12.
- How much does Toppy cost?
- Toppy models are available at $0.2/1M input tokens through providers like Together AI.

