Model comparison
carbonated_sft_adapter vs Claude 4 Sonnet
Capability radar, value bars, and side-by-side posture.
carbonated_sft_adapter
Not scored
value score
Claude 4 Sonnet
91
value score
carbonated_sft_adapter ctx
—
Claude 4 Sonnet ctx
200K
Capability radar
Value · context · multimodal · openness · speed posture
Value head-to-head
- Claude 4 Sonnet91
Attribute tape
| Field | carbonated_sft_adapter | Claude 4 Sonnet |
|---|---|---|
| Developer | Satya-Sri | Anthropic |
| Context | — | 200K |
| Modalities | Text, Code, Image | |
| Openness | — | Proprietary Model |
| Speed | — | Fast |
| Price | — | $3/1M in · $15/1M out |
| Value score | — | 91 |
| Summary | A LoRA/SFT adapter checkpoint published on Hugging Face by the Satya-Sri account, designed to apply parameter-efficient supervised fine-tuning (SFT) on top of a base language model for instruction-following or task-specific behavior. It is a small set of trained weights meant to be merged with or loaded alongside a compatible base model rather than used as a standalone model. | Balanced Claude model for coding and agents. |