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LFM3-1.7B

Liquid AIओपन वेटLFM Open License v1.0 · व्यावसायिक उपयोग

विवरण

LFM3-1.7B is Liquid AI's open-weight 1.73B text model for local agents and specialized applications, the text post-trained checkpoint of the LFM3 family (Oct 27, 2026). New tri-hybrid architecture: 24 layers (13 gated short convolutions, 5 sliding-window attention with 256-token window, 6 global attention), head-wise gated attention, partial RoPE, sandwich norm. Pre-trained on 22T tokens; 256K context; 128K vocabulary; 16 languages. Post-trained (SFT, mixed RL, multi-domain on-policy distillation, agentic RL) for harnesses like Hermes Agent, Pi, and OpenClaw; reasoning on by default; supports deferred tools / tool search. Fits in ~1 GB at 4-bit. Vendor says it is not recommended for agentic coding or complex multi-step reasoning. Hugging Face: LiquidAI/LFM3-1.7B (+ Base, FP8, NVFP4, GGUF, MLX, ONNX). License: LFM Open License v1.0. Catalog benches are self-reported from the vendor table. No catalog id (recorded here only): LiveClaw 45.60, Claw-Eval pass^3 51.40, BrowseComp-Plus (OpenClaw subset) 37.00, EnterpriseOps-Gym 28.20, ToolSandbox 80.36, IFStruct 93.72, LiveCodeBench Pro 25Q2 31.74 (pass rate; catalog id is Elo), AA-Omniscience accuracy 7.07 and non-hallucination 92.93. Launch partners include OpenRouter and Vercel, but no gateway id or price was listed at time of adding, so no provider row. Sources: https://www.liquid.ai/blog/lfm3 · https://huggingface.co/LiquidAI/LFM3-1.7B.

रिलीज़ तिथि
2026-10-27
पैरामीटर
1.7B
संदर्भ लंबाई
262K
मोडैलिटीज़
text

क्षमता रडार

50
general
30
coding
20
reasoning
43
scienceअनुमानित
50
agents
0
multimodal

समर्पित विज्ञान बेंचमार्क उपलब्ध न होने पर Science का अनुमान LLM Stats विज्ञान स्कोर या तर्क से लगाया जाता है।

रैंकिंग

डोमेन#रैंकस्कोरस्रोत
एजेंटिक क्षमता34
59.0
LS

बेंचमार्क स्कोर (LLM Stats)

(LLM Stats (zeroeval))

Agents

TAU3-Bench68.0%स्वयं
AutomationBench41.3%स्वयं
WebArena-Verified38.4%स्वयं

Chat

IFEvalGoogle Research (2023)96.7%स्वयं
Multi-IF89.1%स्वयं

Code

Claw-Eval68.6%स्वयं

Instruction Following

IFBench73.0%स्वयं

Knowledge

AA-Omniscience Index0.50 / 200स्वयं

Long Context

RULER 128k65.6%स्वयं

Reasoning

LiveCodeBench v673.5%स्वयं
GPQANYU + Cohere + Anthropic (2023)63.4%स्वयं
AA-LCR52.8%स्वयं
SWE-Bench Verified43.4%स्वयं
MCP Atlas32.6%स्वयं
SciCode28.5%स्वयं
SWE-bench Multilingual23.0%स्वयं
Humanity's Last Exam (with tools, text-only)13.9%स्वयं
Terminal-Bench 2.112.9%स्वयं
Humanity's Last Exam7.2%स्वयं

Tool Calling

BFCL-V471.4%स्वयं

AA मूल्यांकन सूचकांक

(Artificial Analysis)

कोई AA मूल्यांकन डेटा उपलब्ध नहीं

LLM Stats श्रेणी स्कोर

(LLM Stats (zeroeval))
Chat
90
Instruction Following
90
Language
90
Structured Output
90
Communication
90
Long Context
60
Knowledge
50
Physics
50
Science
50
General
50
Agents
50
Biology
50
Chemistry
50
Tool Calling
50
Reasoning
40
Frontend Development
40
Code
30
Math
20
Vision
10

मूल्य निर्धारण

इनपुट मूल्यमुफ्त
आउटपुट मूल्यमुफ्त
मिश्रित मूल्य (3:1)मुफ्त

गति

कोई गति डेटा उपलब्ध नहीं

प्रदाता मूल्य रैंकिंग

प्रदाता मूल्य रैंकिंग

1 प्रदाता

प्रदाताइनपुटआउटपुट
1NanoGPT
$0.1
$0.25

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