Inference
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LiquidAI

LFM2.5-VL-1.6B-Extract

LFM2.5-VL-1.6B-Extract is a standard model from LiquidAI in the LFM2.5-VL Extract family. It has 7 scored results in 5 categories. It has no index.

  • Open weights
  • Standard
  • Input: text
  • Released 2026-05
UnrankedEnough results for an index.
IndexAll categories, out of 100.UnrankedMedian 51.0
CoverageIndex weight that has results.65%
SpeedOutput tokens per second.—Median 67/s
First tokenSeconds to the first output token.—Median 1.3 s
Input / 1MUS dollars per 1M input tokens.—Median $0.60
Output / 1MUS dollars per 1M output tokens.—Median $2.55
ContextMaximum tokens in one request.128KMedian 262K
EloLMArena rating and rank.—Median 1422

Capabilities

Index per category, out of 100.
Out of 100
AgenticMulti-step tasks with tools.1 counted8.4—
CodingCode writing and repair.None counted——
ReasoningLogic problems and puzzles.2 counted22.1—
MultimodalTasks with images and text.1 counted5.0—
KnowledgeFacts and expert knowledge.2 counted17.3—
MultilingualTasks in many languages.None counted——
InstructionTasks with strict prompt rules.1 counted20.0—
MathMath problems.None counted——

Results

7 counted
BenchmarkThe benchmark name.ResultThe score from the source.PlacePlace among results on this benchmark.
Critical Physics TasksReasoning0.0%150 / 214
Artificial Analysis Humanity's Last ExamKnowledge5.1%174 / 222
Artificial Analysis IFBenchInstruction33.1%128 / 146
Artificial Analysis Long Context ReasoningReasoning0.0%204 / 217
Artificial Analysis GPQA DiamondKnowledge28.9%194 / 199
τ²-Bench Tool-Agent-User EvaluationAgentic8.5%146 / 149
Artificial Analysis MMMU-ProMultimodal26.5%112 / 113
Liquid image-to-JSON extraction JSON validityMultimodal99.6%—
Liquid image-to-JSON extraction schema consistency F1Multimodal99.6%—
Liquid image-to-JSON extraction VLM judge scoreMultimodal90.6%—

Sources

BenchLMCC BY-NC 4.0

Questions

What is the context window of LFM2.5-VL-1.6B-Extract?
128K tokens.
Is LFM2.5-VL-1.6B-Extract open source?
Yes. Its weights are published.
When was LFM2.5-VL-1.6B-Extract released?
May 2026.

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