Toppy Models by Undi95
Last refreshed 2026-05-19. Next refresh: weekly.
Details
Capabilities
Links
HuggingFaceAbout
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.
Decision facts
- Best fit
- uncensoredstructured outputscoding
- Capability starting point
- Toppy M 7B with 4k context and structured outputs
- Lowest tracked input
- Toppy M 7B · $0.2/1M · Together AI
- Closest related family
- Re:MythoMax
Current Variants
Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.
Use when the workload needs 4k context, 7B parameters, and structured outputs.
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| Toppy M 7B | Use when the workload needs 4k context, 7B parameters, and structured outputs. | 2023-12 | 4k context7B parametersstructured outputs | Current |
Release Timeline
1 release groupSpecifications(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 |
