{"schemaVersion":"hugging-bay.artifact-download-plan.v1","proofLab":null,"testedRunPlan":null,"receiptCard":{"schemaVersion":"hugging-bay.agent-receipt-card.v1","outcome":{"status":"unavailable","artifactId":"hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf"},"proof":null},"runTested":false,"runCommands":{"tested":false,"status":"not-tested-yet","file":null,"sha256":null,"commands":[]},"summary":"No fresh signed Proof Lab run plan for this file.","recommendedFile":{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","role":"weight","sizeBytes":4683074336,"declaredSizeBytes":4683074336,"storageSizeBytes":4683074336,"sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","format":"gguf","dtype":null,"risk":"low","sourceKind":"mirrored-upstream","license":"apache-2.0","licenseState":"clear","individuallyHashed":true,"fileOnly":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","bundleImplication":"none","peerFallbacks":[],"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","verifiedDownloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf/verified?receipt=rcpt_feabcf931034645231e6cf96368b56d4","verifyStatusUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf/verify-status?receipt=rcpt_feabcf931034645231e6cf96368b56d4","completionAttestationUrl":"https://huggingbay.xyz/api/download-completions/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","completionAttestationMethod":"POST","landingUrl":"https://huggingbay.xyz/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","run":{"commandsAvailable":false,"commands":[{"tool":"lm-studio","label":"LM Studio (no terminal)","kind":"gui-walkthrough","guiProven":false,"command":"Open LM Studio, then drag the downloaded 'Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf' into My Models to load it.","note":"A walk-through for your machine, not a checked run path — these steps are guidance, never a promise it will run. LM Studio's own UI takes it from there.","prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen2.5.1-coder-7b-instruct-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":false,"note":"Not a tested run: Hugging Bay has no tested run plan for this model, so this command is guidance only.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st","fileRunTested":false},"prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"python","label":"Python (llama-cpp-python)","command":"pip install llama-cpp-python && python -c 'from llama_cpp import Llama; llm = Llama(\"./Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf\", n_ctx=8192); print(llm.create_chat_completion(messages=[{'\\''role'\\'': '\\''user'\\'', '\\''content'\\'': '\\''Hello!'\\''}])['\\''choices'\\''][0]['\\''message'\\'']['\\''content'\\''])'","note":"For scripting the model from Python; create_chat_completion applies the embedded chat template.","prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false}],"reason":"no-tested-run-plan","sharded":false,"runBlockKind":"hosted-file-recipe","guiProven":false,"certifiedRunKit":false,"chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","templateText":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen2","contextLength":32768,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"disclosure":"This is not a certified run kit — Hugging Bay has not verified a run path for these exact bytes. These are hosted-file guidance recipes; recompute each file's SHA-256 and check it before running.","fileRecipeAvailable":true,"authority":"hugging-bay.run-authority/v1"},"default":true,"recommended":true,"weightSafety":{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","container":"gguf","executesCodeOnLoad":false,"beginnerSafe":true,"agentLabel":"Non-executing weight container (safetensors or GGUF)."},"proofReceipt":{"schemaVersion":"hugging-bay.proof-receipt.v1","artifactId":"hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","file":{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","sizeBytes":4683074336},"license":"apache-2.0","evidenceDate":null,"checks":{"bytes":{"status":"not-recorded","checkedAt":null},"run":{"status":"not-recorded","checkedAt":null,"device":null,"runtime":null},"safety":{"verdict":"unknown"}},"proves":["The catalog records this file path and SHA-256."],"doesNotProve":["Safety to execute.","Licence suitability for your use.","A completed download or successful run on your device."],"sentence":"This receipt records checks for this exact file; it does not prove safety or that it will run on your device.","receiptUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/proof-receipt?path=Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf&sha256=5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"runCommands":{"tested":false,"status":"not-tested-yet","file":null,"sha256":null,"commands":[]},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-28T23:42:01.335Z","evidence_url":"/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf"},"signature_state":"signed"},"defaultDownload":{"paths":["Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf"],"sizeBytes":4683074336,"fileCount":1},"run":{"caveat":"Compatibility with your machine is not checked — this is guidance, not a promise. These steps are for after the byte-check passes."},"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T23:42:01.335Z","serveEvaluationId":"serve-11c3390b32dfd84e617ad2c619710811c275212be2185243e7f02ba2ef7ee074","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4683074336,"readinessCheckedAt":"2026-10-28T23:42:01.335Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T23:42:01.335Z","serveEvaluationId":"serve-11c3390b32dfd84e617ad2c619710811c275212be2185243e7f02ba2ef7ee074","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4683074336,"readinessCheckedAt":"2026-10-28T23:42:01.335Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-28T23:42:01.488Z","artifactId":"hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","artifact":{"id":"hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","repo":"bartowski/Qwen2.5.1-Coder-7B-Instruct-GGUF","type":"llm","license":"apache-2.0","visibility":"public","hostingStatus":"hosted","upstreamUrl":"https://huggingface.co/bartowski/Qwen2.5.1-Coder-7B-Instruct-GGUF"},"status":"complete-bytes","serve":{"schemaVersion":"hugging-bay.serve-contract.nv5","decisionVersion":"hugging-bay.serve-decision/v1","evaluatedAt":"2026-10-28T23:42:01.335Z","bytesStatus":"complete","downloadReady":true,"runReady":false,"byteVerificationStatus":"verified","commandsAvailable":false,"reasonCodes":["no-tested-run-plan"],"readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":1,"mirroredBytes":4683074336,"readinessCheckedAt":"2026-10-28T23:42:01.487Z","readinessSource":"file-check","degraded":false,"stale":false,"serveEvaluatedAt":"2026-10-28T23:42:01.335Z","serveEvaluationId":"serve-11c3390b32dfd84e617ad2c619710811c275212be2185243e7f02ba2ef7ee074"},"representation":{"id":"rep-cdd2362a50a260028315cf2d25b3129453ac016d340a9f90885a0ca6ccfb9d6e","artifactId":"hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","representationDigest":"sha256:ca16b571dcb75f61c577442bb21476973050e461cf6b0e959d5781be80f66c09","selectedFilesDigest":"sha256:b956a0bbfe3e5259425194b36ea0668c244206eadf79bbb57f33fc86282ef07c","taskMode":{"mode":"unknown"},"format":"gguf","source":{"provider":"huggingface","identity":"bartowski/Qwen2.5.1-Coder-7B-Instruct-GGUF","revision":"796b8c6fbd99faaeff206e7b6b52642ccaf03845","immutable":true}},"tool":"any","toolCompatibility":"unknown","manifest":{"url":"https://huggingbay.xyz/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","digest":"sha256:0efcec0261b1a90133e37934a1d16755e769554821d1206dc7626c0413afbb8e","keyUrl":"https://huggingbay.xyz/api/keys/manifest-signing","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:0efcec0261b1a90133e37934a1d16755e769554821d1206dc7626c0413afbb8e","value":"Bmqf8hwOiT_E5LseCBhsaQRK637OmUl20Ojpe0la8Yx6t4uvk8zMqWJ5zZ6Gvfy9LnjY8WXfs_qWSCr0xoSdCQ","signed_at":"2026-10-28T23:42:01.485Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]},"claim":"Signed by the harbor"},"peerFallbackReadiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"bartowski-Qwen2.5.1-Coder-7B-Instruct-GGUF","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/bartowski/Qwen2.5.1-Coder-7B-Instruct-GGUF","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/decentralized-fallbacks","manifestDigest":"sha256:0efcec0261b1a90133e37934a1d16755e769554821d1206dc7626c0413afbb8e","fileCount":1,"totalBytes":4683074336,"files":[{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","sizeBytes":4683074336,"sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."},"fileIntegrity":{"manifestSignatureAvailable":true,"hashAlgorithm":"sha256","individuallyHashedFiles":1,"externalFilesExcluded":true,"noArchiveGenerated":true,"scope":"individual hosted files only; no bundle or runtime claim","completionAttestationAvailable":true,"bytesAreClientAttestedOnly":false,"redirectLaneIsClientAttested":true,"serverStreamVerifiedLaneAvailable":true,"serverStreamVerifiedNote":"GET a file's verifiedDownloadUrl to have Hugging Bay proxy the bytes and compute a streaming SHA-256 over them; the run steps unlock only when the streamed digest matches this plan's file.sha256. A range/partial read cannot be verified and is refused on that lane."},"receiptJoin":{"perFileField":null,"receiptSource":"X-Hugging-Bay-Receipt response header of a verifiedDownloadUrl transfer (fresh per attempt)","events":["plan_issued","bytes_verified","bytes_mismatch"],"store":"jev_wedge.outcomes","requiresMigration":"157_jev_wedge_outcomes (branch claude/jev-whichfile-wedge-20260920)","note":"plan_issued is emitted when a real verified transfer starts; bytes_verified/bytes_mismatch when it completes, keyed by the transfer's own receipt id (X-Hugging-Bay-Receipt) + file sha256. There is no public receipt lookup route; the plan carries no receipt id."},"completionAttestation":{"required":false,"purpose":"After a client downloads a hosted file in full and recomputes its SHA-256 locally, POST completion so the pull is counted honestly. Redirect issuance (this plan / the signed URL) is a download initiation, not a completed pull; self-reported receipts, probes, HEAD requests, and partial/range reads are never counted.","endpoint":"https://huggingbay.xyz/api/download-completions/{id}/{path}","method":"POST","perFileField":"completionAttestationUrl","when":"Only after the ENTIRE file is downloaded and its locally recomputed SHA-256 equals this plan's file.sha256.","requestFields":{"sha256":"The locally recomputed SHA-256 of the fully downloaded file; must equal this plan's file.sha256 (the exact catalog digest the completion is validated against).","sizeBytes":"The exact stored byte length of the file; must equal this plan's file.sizeBytes (the storage size the redirect capability is bound to).","completionToken":"Required single-use capability returned in the X-Hugging-Bay-Completion-Token response header of the GET /api/downloads/{id}/{path} redirect. Not derivable client-side; the redirect must be observed to obtain it."},"guarantees":["Bytes are client-attested, not app-metered: the platform never meters redirect egress, so a completion is credited only against a single-use redirect capability plus the exact catalog SHA-256 and stored size — never from a self-reported byte count.","Probes, HEAD requests, partial/range reads, and self-reported receipts never count as a completed pull.","The completion capability is single-use and cryptographically bound to the exact artifact, path, immutable object version, sha256, size, initiating client bucket, and issuance day; it cannot be forged or replayed to inflate counts."],"responses":{"200":"already recorded; single-use capability replayed, no duplicate count","202":"client-attested completion accepted (counted once)","403":"completion capability invalid, expired, or not matching its issuance binding","409":"sha256, size, hosted verification, or completion eligibility mismatch"}},"stats":{"files":1,"listedFiles":1,"withheldFiles":0,"bytes":4683074336,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"externalFiles":26,"allArtifactFiles":27},"files":[{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","role":"weight","sizeBytes":4683074336,"declaredSizeBytes":4683074336,"storageSizeBytes":4683074336,"sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","format":"gguf","dtype":null,"risk":"low","sourceKind":"mirrored-upstream","license":"apache-2.0","licenseState":"clear","individuallyHashed":true,"fileOnly":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","bundleImplication":"none","peerFallbacks":[],"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","verifiedDownloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf/verified?receipt=rcpt_feabcf931034645231e6cf96368b56d4","verifyStatusUrl":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf/verify-status?receipt=rcpt_feabcf931034645231e6cf96368b56d4","completionAttestationUrl":"https://huggingbay.xyz/api/download-completions/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","completionAttestationMethod":"POST","landingUrl":"https://huggingbay.xyz/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","run":{"commandsAvailable":false,"commands":[{"tool":"lm-studio","label":"LM Studio (no terminal)","kind":"gui-walkthrough","guiProven":false,"command":"Open LM Studio, then drag the downloaded 'Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf' into My Models to load it.","note":"A walk-through for your machine, not a checked run path — these steps are guidance, never a promise it will run. LM Studio's own UI takes it from there.","prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen2.5.1-coder-7b-instruct-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":false,"note":"Not a tested run: Hugging Bay has no tested run plan for this model, so this command is guidance only.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st","fileRunTested":false},"prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false},{"tool":"python","label":"Python (llama-cpp-python)","command":"pip install llama-cpp-python && python -c 'from llama_cpp import Llama; llm = Llama(\"./Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf\", n_ctx=8192); print(llm.create_chat_completion(messages=[{'\\''role'\\'': '\\''user'\\'', '\\''content'\\'': '\\''Hello!'\\''}])['\\''choices'\\''][0]['\\''message'\\'']['\\''content'\\''])'","note":"For scripting the model from Python; create_chat_completion applies the embedded chat template.","prefilledFrom":{"file":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5,"tested":false}],"reason":"no-tested-run-plan","sharded":false,"runBlockKind":"hosted-file-recipe","guiProven":false,"certifiedRunKit":false,"chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","templateText":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen2","contextLength":32768,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"disclosure":"This is not a certified run kit — Hugging Bay has not verified a run path for these exact bytes. These are hosted-file guidance recipes; recompute each file's SHA-256 and check it before running.","fileRecipeAvailable":true,"authority":"hugging-bay.run-authority/v1"},"default":true,"recommended":true,"weightSafety":{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","container":"gguf","executesCodeOnLoad":false,"beginnerSafe":true,"agentLabel":"Non-executing weight container (safetensors or GGUF)."},"proofReceipt":{"schemaVersion":"hugging-bay.proof-receipt.v1","artifactId":"hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","file":{"path":"Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","sha256":"5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1","sizeBytes":4683074336},"license":"apache-2.0","evidenceDate":null,"checks":{"bytes":{"status":"not-recorded","checkedAt":null},"run":{"status":"not-recorded","checkedAt":null,"device":null,"runtime":null},"safety":{"verdict":"unknown"}},"proves":["The catalog records this file path and SHA-256."],"doesNotProve":["Safety to execute.","Licence suitability for your use.","A completed download or successful run on your device."],"sentence":"This receipt records checks for this exact file; it does not prove safety or that it will run on your device.","receiptUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/proof-receipt?path=Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf&sha256=5e646e684063d4f3d6512fa9c895b05eaee22ad73b8d19e50518de656ff018e1"},"runCommands":{"tested":false,"status":"not-tested-yet","file":null,"sha256":null,"commands":[]},"downloadEndpoint":"https://huggingbay.xyz/api/downloads/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/Qwen2.5.1-Coder-7B-Instruct-Q4_K_M.gguf","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-28T23:42:01.335Z","evidence_url":"/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf"},"signature_state":"signed"}],"actions":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","hostedFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf&limit=100","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf/distribution"},"warnings":["External upstream files are intentionally excluded."],"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"snapshotId":"s1-1s23y","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-28T23:42:01.335Z","evidence_url":"/api/manifests/hf-model-bartowski-qwen2-5-1-coder-7b-instruct-gguf"}}