Qwen: Qwen3-VL-Reranker 8B
qwen/qwen3-vl-reranker-8bHugging FaceRerankimage-text-to-textmultimodal rerankqwen3_vltext-rankingtext rerank
Providers
Live endpoints for this model. Response is the time from request to result; uptime is measured over the last day and week. Nothing here streams, so there is no first token to time and no token rate to report.
| Provider | Context | Input | Cache read | Response | Capacity | Uptime 1d | Uptime 7d | Health | Data |
|---|---|---|---|---|---|---|---|---|---|
| Consensus Protocolbf1690% offUS | 33K | $0.002 | $0.0005 | 257ms30m | 4/4 free | 100.0% | 99.9% | Healthy | ZDR |
| ImpCCbf1690% offCA | 33K | $0.002 | — | 105ms30m | 8/8 free | 100.0% | 99.9% | Healthy | ZDR |
Pricing
USD per million tokens.
| Provider | Input | Cache read |
|---|---|---|
| Consensus Protocolbf1690% off | $0.002 | $0.0005 |
| ImpCCbf1690% off | $0.002 | — |
Price history
Input price · USD per million tokens
Performance
Percentiles cover the labelled window: the last 30 minutes when it has enough samples, otherwise the last day. Response is the time in seconds from request to result. This model answers whole rather than streaming, so there is no first token to time and no rate between tokens to report — response time is the whole measurement there is.
| Provider | Response p50 | p75 | p90 | p99 |
|---|---|---|---|---|
| Consensus Protocolbf16 | 257ms30m | 437ms | 563ms | 563ms |
| ImpCCbf16 | 105ms30m | 137ms | 257ms | 257ms |
Uptime
Share of successful requests and probes over the last day and week.
- Consensus Protocolbf161d 100.0%7d 99.9%Healthy
- ImpCCbf161d 100.0%7d 99.9%Healthy
Availability by hour · last 7 days
Share of successful requests and probes per hour and provider. The line spans hours with nothing to measure; where samples are sparse, a dot marks each hour actually measured.
Activity
Tokens scored per UTC day over the last 30 days. Every billed request counts, the platform's own paid probe traffic included.
curl https://api-staging.impossiblecarrot.cc/api/v1/rerank \ -H "Authorization: Bearer $HEIMDALL_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "model": "qwen/qwen3-vl-reranker-8b", "query": "How many legs does a spider have?", "documents": [ "A spider has eight legs.", "The Danube flows through ten countries.", "Bread dough rises because yeast releases carbon dioxide." ] }'Set HEIMDALL_API_KEY to a key from your account. See the quickstart for routing suffixes and provider preferences.
About
The Qwen3-VL-Embedding and Qwen3-VL-Reranker model series are the latest additions to the Qwen family, built upon the recently open-sourced and powerful Qwen3-VL foundation model. Specifically designed for multimodal information retrieval and cross-modal understanding, this suite accepts diverse inputs including text, images, screenshots, and videos, as well as inputs containing a mixture of these modalities.
- Author
- Qwen
- Family
- qwen/qwen3-vl-reranker-8b
- Weights
- Qwen/Qwen3-VL-Reranker-8B
- Parameters
- cache_salt (text), chat_template_kwargs (object), instruction (text), max_tokens_per_doc (≥0), max_tokens_per_query (≥0), return_documents (true/false), top_n (≥1), truncate_prompt_tokens (≥1), truncation_side (left, right), use_activation (true/false)
- Licence
- apache-2.0
- Size
- 8.8B parameters, BF16 weights
- Tokenizer
- —
- Available until
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From the model card
What the repository states about these weights, read from Qwen/Qwen3-VL-Reranker-8B on Oct 11, 2026.
- Languages
- —
- Papers
- 2601.04720
- Datasets
- —
- Revision
- b212dc8Apr 16, 2026
- Downloads
- —
- Likes
- —