{"schemaVersion":"hugging-bay.deployment-plan.v1","generatedAt":"2026-07-10T03:14:22.715Z","artifactId":"hf-model-openai-gpt-oss-20b","repo":"openai/gpt-oss-20b","input":{"gpu":"rtx4090-24","ctx":8192},"fit":{"verdict":"no","weightsPlusKvGb":46.22,"paramsB":20,"gpuVramGb":24},"recommendation":{"action":"needs-bigger-hardware","artifactId":"hf-model-openai-gpt-oss-20b","reason":"No hosted quant found that fits rtx4090-24; consider a larger GPU or hosted inference."},"quantizations":[{"id":"hf-model-bartowski-p-e-w-gpt-oss-20b-heretic-gguf","repo":"bartowski/p-e-w_gpt-oss-20b-heretic-GGUF","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-xiastralstar-openai-gpt-oss-20b-claude-4-5-opus-heretic-uncensored-i1-gguf","repo":"xiastralstar/OpenAI-gpt-oss-20B-Claude-4.5-Opus-Heretic-Uncensored-i1-GGUF","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-bonemangler-openai-gpt-oss-20b-claude-4-5-opus-heretic-uncensored-q6-k-gguf","repo":"BoneMangler/OpenAI-gpt-oss-20B-Claude-4.5-Opus-Heretic-Uncensored-Q6_K-GGUF","quant":"q6_k","sizeBytes":null,"approxWeightsGb":16.4,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-bonemangler-openai-gpt-oss-20b-claude-4-5-opus-heretic-uncensored-q8-0-gguf","repo":"BoneMangler/OpenAI-gpt-oss-20B-Claude-4.5-Opus-Heretic-Uncensored-Q8_0-GGUF","quant":"q8_0","sizeBytes":null,"approxWeightsGb":21.2,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-az13770129-gpt-oss-20b-claude-4-5-sonnet-high-reasoning-distill-mlx-8bit","repo":"az13770129/gpt-oss-20b-claude-4.5-sonnet-high-reasoning-distill-mlx-8Bit","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-mradermacher-gpt-oss-20b-richarderkhov-heresy-i1-gguf","repo":"mradermacher/gpt-oss-20b-RichardErkhov-heresy-i1-GGUF","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-nikolaykozloff-gpt-oss-20b-uncensored-bf16-q4-k-m-gguf","repo":"NikolayKozloff/gpt-oss-20b-uncensored-bf16-Q4_K_M-GGUF","quant":"q4_k_m","sizeBytes":null,"approxWeightsGb":11.4,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-mradermacher-openai-gpt-oss-20b-gpt5-1-5-2-distill-heretic-uncensored-mxfp4-i1-gguf","repo":"mradermacher/OpenAI-gpt-oss-20B-GPT5.1-5.2-DISTILL-Heretic-Uncensored-MXFP4-i1-GGUF","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-mradermacher-gpt-oss-20b-vietmind-i1-gguf","repo":"mradermacher/gpt-oss-20b-VietMind-i1-GGUF","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-teichai-gpt-oss-20b-claude-4-5-sonnet-high-reasoning-distill-gguf","repo":"TeichAI/gpt-oss-20b-claude-4.5-sonnet-high-reasoning-distill-GGUF","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"},{"id":"hf-model-deltanym-gpt-oss-20b-base-q6-k-gguf","repo":"deltanym/gpt-oss-20b-base-Q6_K-GGUF","quant":"q6_k","sizeBytes":null,"approxWeightsGb":16.4,"downloadable":false,"license":"mit","commercialUse":"yes"},{"id":"hf-model-open4bits-gpt-oss-20b-mlx-2bit","repo":"Open4bits/gpt-oss-20b-mlx-2Bit","quant":"unknown","sizeBytes":null,"approxWeightsGb":40,"downloadable":false,"license":"apache-2.0","commercialUse":"yes"}],"steps":[{"step":1,"do":"Confirm the safe-to-run verdict","url":"https://huggingbay.xyz/api/artifacts/hf-model-openai-gpt-oss-20b/safety"},{"step":2,"do":"Fetch the download plan (hosted, hash-verified files)","url":"https://huggingbay.xyz/api/v1/artifacts/hf-model-openai-gpt-oss-20b/download-plan"},{"step":3,"do":"Get local run commands (ollama/llama.cpp/vLLM)","url":"https://huggingbay.xyz/api/local-kits/hf-model-openai-gpt-oss-20b?tool=ollama"},{"step":4,"do":"Verify file hashes after download","url":"https://huggingbay.xyz/api/safety?sha256={file_sha256}"}],"notes":"Estimates are heuristic (weights + KV cache); real usage varies by runtime. downloadable=true rows are Hugging Bay-hosted with verified hashes."}