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The unexpected implications of constrained JSON decoding

pr1nt.dev · published 10 April 2026

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https://github.com/dottxt-ai/outlines
github.com
https://arxiv.org/abs/2307.09702
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https://github.com/ggml-org/llama.cpp
github.com
https://github.com/mlc-ai/xgrammar
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https://github.com/guidance-ai/llguidance
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https://github.com/sgl-project/sglang
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https://github.com/ollama/ollama
github.com
https://github.com/ollama/ollama/issues/4370
github.com
https://github.com/ollama/ollama/issues/3154
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Optimizing llama.cpp AI Inference with CUDA Graphs Read at the source ↗
developer.nvidia.com
https://github.com/ggml-org/llama.cpp/issues/7554
github.com
https://github.com/ggml-org/llama.cpp/pull/6555
github.com
https://arxiv.org/abs/2411.15100
arxiv.org
https://blog.squeezebits.com/guided-decoding-performance-vllm-sglang
blog.squeezebits.com
https://github.com/mlc-ai/xgrammar/blob/main/pyproject.toml
github.com
https://dottxt-ai.github.io/outlines/latest/features/models/mlxlm/
dottxt-ai.github.io
LM Studio 0.3.4 ships with Apple MLX Read at the source ↗
lmstudio.ai
https://github.com/otriscon/llm-structured-output
github.com
https://predibase.com/blog/lorax-outlines-better-json-extraction-with-structured-generation-and-lora
predibase.com
https://developers.openai.com/api/docs/guides/structured-outputs
developers.openai.com
https://www.dataiku.com/stories/blog/your-guide-to-structured-text-generation
dataiku.com
https://collinwilkins.com/articles/structured-output
collinwilkins.com
https://docs.vllm.ai/en/v0.8.2/features/structured_outputs.html
docs.vllm.ai
https://arxiv.org/abs/2603.03305
arxiv.org
https://github.com/ggml-org/llama.cpp/issues/10321
github.com
https://github.com/dottxt-ai/outlines/issues/658
github.com
https://github.com/sgl-project/sglang/issues/7639
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https://github.com/ollama/ollama/issues/10538
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https://github.com/ollama/ollama/issues/15260
github.com
https://github.com/sgl-project/sglang/issues/6675
github.com
https://github.com/vllm-project/vllm/issues/12131
github.com
https://github.com/vllm-project/vllm/pull/10935
github.com
https://github.com/vllm-project/vllm/issues/16880
github.com
https://github.com/vllm-project/vllm/issues/14151
github.com
Introducing Structured Outputs in the API Read at the source ↗
openai.com
https://platform.claude.com/docs/en/build-with-claude/structured-outputs
platform.claude.com
https://arxiv.org/html/2501.10868v1
arxiv.org