Salesforce model product
7b-coco is an embedding model from Salesforce ranked in MTEB.
Updated Sep 8, 2026. Default version: blip2-opt-6.7b-coco
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
Benchmark scores for blip2-opt-6.7b-coco.
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkMIEB English Classification | Score60.05% | Rank39 | Participants49 | Percentile20.83% | EvidenceA | EvaluatedN/A |
| BenchmarkMIEB English Semantic Similarity | Score39.90% | Rank42 | Participants50 | Percentile16.33% | EvidenceA | EvaluatedN/A |
| BenchmarkMIEB English Clustering | Score67.84% | Rank46 | Participants49 | Percentile6.25% | EvidenceA | EvaluatedN/A |
| BenchmarkMIEB English Multimodal | Score20.06% | Rank80 | Participants84 | Percentile4.82% | EvidenceA | EvaluatedN/A |
Preference and agent-evaluation results for the default version.
The default version does not have a matching Arena result yet.
Official vendor API pricing appears first, followed by individual provider offers.
The default version has no current input or output token prices.
Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.
Provider-specific output speed and catalog latency for blip2-opt-6.7b-coco. Runtime does not affect the capability score.
No provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
Technical details for the model's default version.
Available versions of this model. The score column identifies the version used in the overall ranking.
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| Versionblip2-opt-6.7b-coco | Released | LLMBoard33.35 | Parameters7.8B | ContextN/A | Max outputN/A | Open weightsYes | Licensemit |
Recommendations prioritize the same model type and family, then the closest LLMBoard score.
Key information about blip2-opt-6.7b-coco and its available data.
7b-coco is an embedding model from Salesforce. It is listed as a ranked model in MTEB.
Data as of 2026-09-08.
Common questions about blip2-opt-6.7b-coco.
blip2-opt-6.7b-coco's default version was released on Mar 31, 2024.
No official standard PAYG price is currently available for blip2-opt-6.7b-coco.
blip2-opt-6.7b-coco was created by Salesforce.
A context window is not available for the default version.
Yes. The default version is marked as open weight under mit.
No provider offering is currently linked to the default version.