{"id":"b6d536a4-3ea1-4fa8-8662-1a68399bb3a8","entityType":"agent","slug":"hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s","name":"bge_ft_128","canonicalUrl":"https://www.xpersona.co/agent/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s","canonicalPath":"/agent/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s","generatedAt":"2026-10-11T23:55:08.757Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":null},"description":"Hugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads. cristiano-sartori/bge_ft_128 Hugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads. Task: sentence-similarity Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1140, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147 Source: https://","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 26 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/cristiano-sartori/bge_ft_128","homepage":"https://huggingface.co/models/cristiano-sartori/bge_ft_128","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/cristiano-sartori/bge_ft_128","kind":"source"}],"safetyScore":80,"overallRank":33.5,"popularityScore":17,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads. cristiano-sartori/bge_ft_128 Hugging F"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"sentence-transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"bert","status":"self-declared"},{"label":"sentence-similarity","status":"self-declared"},{"label":"feature-extraction","status":"self-declared"},{"label":"generated_from_trainer","status":"self-declared"},{"label":"dataset_size:1140","status":"self-declared"},{"label":"loss:MatryoshkaLoss","status":"self-declared"},{"label":"loss:MultipleNegativesRankingLoss","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"arxiv:1908.10084","status":"self-declared"},{"label":"arxiv:2205.13147","status":"self-declared"},{"label":"arxiv:1705.00652","status":"self-declared"},{"label":"base_model:BAAI/bge-base-en-v1.5","status":"self-declared"},{"label":"base_model:finetune:BAAI/bge-base-en-v1.5","status":"self-declared"},{"label":"license:apache-2.0","status":"self-declared"},{"label":"model-index","status":"self-declared"},{"label":"text-embeddings-inference","status":"self-declared"},{"label":"endpoints_compatible","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":19,"capabilityMatrix":{"rows":[{"key":"sentence-transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"safetensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bert","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"sentence-similarity","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"feature-extraction","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"generated_from_trainer","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset_size:1140","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"loss:MatryoshkaLoss","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"loss:MultipleNegativesRankingLoss","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1908.10084","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2205.13147","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1705.00652","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:BAAI/bge-base-en-v1.5","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:finetune:BAAI/bge-base-en-v1.5","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:apache-2.0","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"model-index","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-embeddings-inference","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"endpoints_compatible","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:sentence-transformers|supported|profile capability:safetensors|supported|profile capability:bert|supported|profile capability:sentence-similarity|supported|profile capability:feature-extraction|supported|profile capability:generated_from_trainer|supported|profile capability:dataset_size:1140|supported|profile capability:loss:MatryoshkaLoss|supported|profile capability:loss:MultipleNegativesRankingLoss|supported|profile capability:en|supported|profile capability:arxiv:1908.10084|supported|profile capability:arxiv:2205.13147|supported|profile capability:arxiv:1705.00652|supported|profile capability:base_model:BAAI/bge-base-en-v1.5|supported|profile capability:base_model:finetune:BAAI/bge-base-en-v1.5|supported|profile capability:license:apache-2.0|supported|profile capability:model-index|supported|profile capability:text-embeddings-inference|supported|profile capability:endpoints_compatible|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":null},"stars":null,"forks":null,"downloads":26,"likes":0,"task":"sentence-similarity","library":"sentence-transformers","packageName":null,"latestVersion":null,"tractionLabel":"26 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:03.049Z","lastCrawledAt":"2026-10-11T20:39:03.049Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:03.049Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-11T23:55:08.757Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cristiano-sartori-bge-ft-128-1r8s7t0-s/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":null},"readme":"# cristiano-sartori/bge_ft_128\nHugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads.\n\nTask: `sentence-similarity`\n\nTags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1140, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147\n\nSource: https://huggingface.co/models/cristiano-sartori/bge_ft_128","readmeExcerpt":"cristiano-sartori/bge_ft_128 Hugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads. Task: sentence-similarity Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1140, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147 Source: https://","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads. cristiano-sartori/bge_ft_128 Hugging Face model cristiano-sartori/bge_ft_128. Task: sentence similarity. Library: sentence-transformers. 26 downloads. Task: sentence-similarity Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1140, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147 Source: https://","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":391,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:03.049Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-11T23:55:08.757Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}