سرو (Sarv, "cypress tree") — a poem-generation specialist fine-tuned on top of ChatBerry-1.1, tuned specifically to produce Persian poetry directly, without chain-of-thought.
Model Description
Sarv-Non-Reasoning is the direct-generation member of the Sarv family. It inherits ChatBerry-1.1's suppressed-CoT chat behavior (single final-channel output, no exposed analysis channel) and is further specialized on poem-generation data so that a request for a ghazal, robaiyat, or free-verse poem is answered with the poem itself — no reasoning trace, no scaffolding, no commentary unless asked.
This model is intended for users who want fast, low-latency poem generation and don't need to inspect or steer the model's reasoning process.
Fine-tuning method: LoRA, merged into base weights for release
Reasoning behavior: disabled — model emits only the final channel
Specialization: Persian poem generation (classical + free forms)
Language: Persian (fa)
Training Procedure
Single-stage supervised fine-tuning via LoRA on the ChatBerry-1.1 checkpoint, with training examples formatted so the assistant turn contains only the poem (Harmony final channel), reinforcing the non-reasoning behavior already present in ChatBerry-1.1 while narrowing the output distribution toward well-formed Persian verse (meter-aware ghazal/robai structure, appropriate radif/qafiyeh where applicable).
Adapters were merged post-training and exported in BF16 and MXFP4 formats, consistent with the rest of the ChatBerry/Strawberry release pattern.
Because reasoning is suppressed, no analysis channel content is produced — the full generation is the poem itself, so no channel-parsing/stripping step is needed downstream.
Intended Use
Direct Persian poem generation (ghazal, robai, free verse) from a prompt or theme
