poolside / Laguna-XS-2.1-DFlash

poolside/Laguna-XS-2.1-DFlash

DFlash speculator for poolside/Laguna-XS-2.1 .

Model Specifications

Deployment

DFlash speculative-decoding support for Laguna XS 2.1 has not yet landed upstream . Integrations are in progress:

• vLLM — vllm-project/vllm#46853
• TRT-LLM — NVIDIA/TensorRT-LLM#15666

See the "Speculative decoding (DFlash)" notes on the Laguna XS 2.1 model card for current status.

Once vLLM support lands, pair this speculator with the base model by adding a --speculative-config block to the standard Laguna XS 2.1 serve command:

# Support in progress — see vllm-project/vllm#46853
vllm serve poolside/Laguna-XS-2.1 \
    --tool-call-parser poolside_v1 \
    --reasoning-parser poolside_v1 \
    --enable-auto-tool-choice \
    --default-chat-template-kwargs '{"enable_thinking": true}' \
    --speculative-config '{"model": "poolside/Laguna-XS-2.1-DFlash", "num_speculative_tokens": 15, "method": "dflash"}'

SGLang support:

sglang serve \
    --model-path poolside/Laguna-XS-2.1 \
    --speculative-algorithm DFLASH \
    --speculative-draft-model-path poolside/Laguna-XS-2.1-DFlash

Evaluation

Speculative-decoding throughput and mean acceptance length for the (BF16) Laguna XS 2.1 target paired with this speculator ( num_speculative_tokens = 15 ), versus the same model without speculative decoding:

License

This model is licensed under the OpenMDW-1.1 License .

Intended and Responsible Use

Laguna-XS-2.1-DFlash is designed for software engineering and agentic coding use cases, and you are responsible for confirming that it is appropriate for your intended application. Laguna-XS-2.1-DFlash is subject to the OpenMDW-1.1 License , and should be used consistently with Poolside's Acceptable Use Policy .

Please report security vulnerabilities or safety concerns to [email protected] .

References

• DFlash: Block Diffusion for Flash Speculative Decoding