DeepSeek VL2 Tiny
DeepSeekDeepSeekOpen Weightdeepseek
Description
An advanced series of large Mixture-of-Experts (MoE) Vision-Language Models that significantly improves upon its predecessor, DeepSeek-VL. DeepSeek-VL2 demonstrates superior capabilities across various tasks, including but not limited to visual question answering, optical character recognition, document/table/chart understanding, and visual grounding.
Release Date
2024-12-13
Parameters
3.0B
Context Length
164K
Modalities
text
Capability Radar
60
general
0
coding
50
reasoning
34
scienceest.
35
agents
0
multimodal
Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.
Rankings
| Domain | #Rank | Score | Source |
|---|---|---|---|
| Multimodal Ranking | 147 | 15.0 | LS |
Benchmark Scores (LLM Stats)
(LLM Stats (zeroeval))Math
MathVista
53.6%SR
Multimodal
MMMU
40.7%SR
Reasoning
ChartQAMasry et al. (2022)
81.0%SR
Vision
DocVQADocVQA (2020)
88.9%SR
OCRBench
80.9%SR
TextVQA
80.7%SR
AI2D
71.6%SR
MMBench
69.2%SR
MMBench-V1.1
68.3%SR
InfoVQA
66.1%SR
RealWorldQA
64.2%SR
MMT-Bench
53.2%SR
MMStar
45.9%SR
MME
19.1%SR
AA Evaluation Indices
(Artificial Analysis)No AA evaluation data available
LLM Stats Category Scores
(LLM Stats (zeroeval))Image To Text80
Reasoning60
Spatial Reasoning60
Multimodal60
General60
Vision60
Math50
Healthcare40
Pricing
Input Price$0.2574 / 1M tokens
Output Price$1.0287 / 1M tokens
Blended Price (3:1)$0.45023 / 1M tokens
Speed
No speed data available
Provider Price Ranking
Provider Price Ranking
6 providers
Cheapest: OrcaRouterMost Expensive: ZenMux
ProviderInputOutput
1OrcaRouterCheapest
$0.147
$0.295
2Eden AI
$0.15
$0.6
3DeepSeekPRIMARY
$0.2574
$1.0287
4OpenRouter
$0.2574
$1.0287
5Kilo Gateway
$0.2574
$1.0287
6ZenMux
$0.28
$0.42
Compare pricing across different API providers for this model.