{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T16:03:45.301Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","repo":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":5705398555,"readinessCheckedAt":"2026-10-29T16:00:36.384Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":5705398555,"readinessCheckedAt":"2026-10-29T16:00:36.384Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","owner":"Orion-zhen","name":"Qwen2.5-Coder-7B-Instruct-AWQ","repo":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","type":"llm","summary":"Model from Hugging Face for text generation: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ · transformers","cardDescription":"An AWQ edition of a 7B model for writing and fixing code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for working with code.","confidence":"medium","task":"coding","audience":null,"basis":"recorded-metadata","rules":["task:coding","tag:coding"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"code"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":5709848760,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Orion-zhen","sourceUrl":"https://huggingface.co/Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","qwen2","text-generation","code","codeqwen","chat","qwen","qwen-coder","conversational","en","zh","dataset:alvarobartt/openhermes-preferences-coding","arxiv:2409.12186","arxiv:2309.00071","arxiv:2407.10671","base_model:qwen/qwen2.5-coder-7b-instruct","base_model:quantized:qwen/qwen2.5-coder-7b-instruct","license:apache-2.0","text-generation-inference"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["code_eval"],"datasets":["alvarobartt/openhermes-preferences-coding"],"paperIds":["2409.12186","2309.00071","2407.10671"],"repoType":"model","baseModel":"","languages":["en","zh"],"sourceUrl":"https://huggingface.co/Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","license_link","metrics","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en zh alvarobartt/openhermes-preferences-coding code_eval safetensors chat base_model:qwen/qwen2.5-coder-7b-instruct base_model:quantized:qwen/qwen2.5-coder-7b-instruct","semanticTerms":["text-generation","transformers","llm","model","en","zh","alvarobartt/openhermes-preferences-coding","code_eval","safetensors","chat","base_model:qwen/qwen2.5-coder-7b-instruct","base_model:quantized:qwen/qwen2.5-coder-7b-instruct"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":11343},{"lfs":false,"path":"README.md","sizeBytes":6292},{"lfs":false,"path":"added_tokens.json","sizeBytes":605},{"lfs":false,"path":"config.json","sizeBytes":899},{"lfs":false,"path":"generation_config.json","sizeBytes":242},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4608282040},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":1089994880},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":62662},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":false,"path":"tokenizer.json","sizeBytes":7031673},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7306},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":5709848760,"sizeKnown":true,"sizeLabel":"5.3 GB","sizeReason":"","declaredSizeBytes":5709848760,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":623133,"stars":1,"citations":0,"updatedAt":"2026-09-20T21:36:56.305Z","createdAt":"2026-09-20T21:30:43.174Z","version":"hf-main","upstream":{"gated":false,"repoId":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","private":false,"repoUrl":"https://huggingface.co/Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","disabled":false,"provider":"huggingface","repoType":"model","revision":"b3b97ef48b51c1711902bfec9f5378504e75e6ff","fetchedAt":"2026-09-20T21:30:43.171Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-20T21:36:56.305Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":11,"mirroredBytes":5705398555,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_16c777419b6a4dc2a65f47ecade001c64e79ba30e67c6642c897063e15cf8a2c","artifactId":"hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","representationId":"rep-ebdf68d6548260151307892b66a5fe20ebec55f522d1bc930b8e08a29e9e977a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ebdf68d6548260151307892b66a5fe20ebec55f522d1bc930b8e08a29e9e977a","artifactId":"hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","format":"safetensors","source":{"provider":"huggingface","identity":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","revision":"b3b97ef48b51c1711902bfec9f5378504e75e6ff","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11343,"sha256":"sha256:832dd9e00a68dd83b3c3fb9f5588dad7dcf337a0db50f7d9483f310cd292e92e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:630bb440faeff742917b6288a082ccd19e69bbdbf4fd192f72d9924831f29943"},{"path":"added_tokens.json","role":"support","sizeBytes":605,"sha256":"sha256:58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9e31b633bda5eaa1edcb7174e166714db274cc04f62b90c0310031461c3d8e22"},{"path":"config.json","role":"config","sizeBytes":899,"sha256":"sha256:91e62b7f56fa1d389a3585dd8890bb1ef352349bb3cb2dd47a604799401fce9a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a70f7ae94f3bd74ce270c4af08b1719042cce4afb6b541bf53da2d5414c183b8"},{"path":"generation_config.json","role":"config","sizeBytes":242,"sha256":"sha256:84ac2065d654f0cdefcbdbeac7e8c0cfb41f965d8523698759cec680be2c2f79","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8791f366da2c6df32778170b8da240a92ffdf119721de68775795b135e89901c"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4608282040,"sha256":"sha256:2bad15d72ace991570f4f49fdb72c3c651579d88f9800f3d50d435b6aad84844","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3ae085eaa7515cc54d4b89d3f85385a0d99dbd82d8ba41170735382b4eebf5fb"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":1089994880,"sha256":"sha256:257d7b5d83f002fa53ed7418285d78a4bb75198ac434b1a3f5b53782af474823","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:828c251759ad544c5edbf1c501001c1a3acf2e23f17141f23b4aa639e415543c"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":62662,"sha256":"sha256:619bce24d771e141ba504e7d92044bc090a6dbf25d7ee98b627c101ae9b46422","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:740b1389542f4d07c5115b513fae39a53c6bb97072b9e187b11968a77989d6d9"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3cef6277bca0ee24fe93e72a4bda724fde936f650a4b52dfa9b8947bc55bfd38"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":7031673,"sha256":"sha256:a8506e7111b80c6d8635951a02eab0f4e1a8e4e5772da83846579e97b16f61bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:004e20512776dc8b32bd49e75ce7ecdba598bbcbd7105287fcf386f27646b005"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7306,"sha256":"sha256:7e88129d9769a0b14b1587a7d5e829fe93ac0e1511636471fdfc0811951418e6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:29d847c5d62dd9431d079d42e41ed6bf953917e4335834f3bc9e4ca972b65d7d"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:ffca8ae617865191aa2467cbb1c9293e585e8d572d1c872978cf41d2921ecc67","representationDigest":"sha256:6421a83f58629dd760270fccd057a91704a06e21faa7ce74a7a8972b765a894f","evidenceSnapshotDigest":"sha256:5dfadff3c354a7b13830e3893f6cd25f4ba41758123d1c4a4994c32fb7a8ad36","evaluatedAt":"2026-09-20T21:36:57.239Z","authorityVersion":"sha256:62b7460200156f546da41256199ca1c781e91a010ca5cd9d8585801b312cf5f6","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":14,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T16:00:36.384Z","evidence_url":"/api/manifests/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq"}},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":14,"publicDownloadableFileCount":11,"externalFileCount":14,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5709848760,"label":"5.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":623133,"upstreamStars":1,"label":"623K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":3,"totalFiles":14},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T16:00:36.384Z","evidence_url":"/api/manifests/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/14 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":3,"totalFiles":14},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/distribution"},"supportedClaims":["Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ has 0 self-reported, unqualified Hugging Bay community reviews.","Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ has 0 self-reported run claims; none qualify verification during limited availability.","Orion-zhen/Qwen2.5-Coder-7B-Instruct-AWQ has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-orion-zhen-qwen2-5-coder-7b-instruct-awq/agent-bundle"}},"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."}}