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LFM2.5-2.6B (free)

LFM2.5-2.6B (free) is a cost-efficient model with standard context support, suited to agent workflows and advanced reasoning for enterprise teams.

Try LFM2.5-2.6B (free) with your team

Last reviewed: 2026-09-02

LFM2.5-2.6B (free)

Liquid AI

Stable
Context Window
65,536
Input / 1M
$0.00
Output / 1M
$0.00

What can you do with LFM2.5-2.6B (free)?

Practical ways teams can use LFM2.5-2.6B (free) inside governed AI workflows.

01

Code and debug with LFM2.5-2.6B (free)

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with LFM2.5-2.6B (free).

02

Build workflow automations with LFM2.5-2.6B (free)

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with LFM2.5-2.6B (free).

03

Improve security reviews with LFM2.5-2.6B (free)

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with LFM2.5-2.6B (free).

04

Summarize long documents with LFM2.5-2.6B (free)

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with LFM2.5-2.6B (free).

05

Create presentations with LFM2.5-2.6B (free)

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with LFM2.5-2.6B (free).

06

Analyze spreadsheets with LFM2.5-2.6B (free)

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with LFM2.5-2.6B (free).

07

Draft customer communications with LFM2.5-2.6B (free)

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with LFM2.5-2.6B (free).

08

Prepare legal and compliance reviews with LFM2.5-2.6B (free)

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with LFM2.5-2.6B (free).

09

Research competitors and markets with LFM2.5-2.6B (free)

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with LFM2.5-2.6B (free).

10

Create knowledge-base answers with LFM2.5-2.6B (free)

Answer employee questions from internal policies, product docs, training material, and operating procedures with LFM2.5-2.6B (free).

11

Support finance planning with LFM2.5-2.6B (free)

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with LFM2.5-2.6B (free).

12

Generate product and marketing copy with LFM2.5-2.6B (free)

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with LFM2.5-2.6B (free).

Why this model

LFM2.5-2.6B (free) is available in Remova as a standard context option with $0.00 per 1M tokens input pricing, $0.00 per 1M tokens output pricing, and text input to text output support.

  • LFM2.5-2.6B (free) offers standard context capacity for enterprise prompts and documents.
  • Current Remova pricing band is cost-efficient: $0.00 per 1M tokens input and $0.00 per 1M tokens output.
  • Best-fit workloads include: Agent workflows, Advanced reasoning, Code generation.
  • Keep audit logs enabled for high-impact use cases.

At a glance

Model ID
liquid/lfm-2.5-2.6b:free
Context Window
65,536 tokens
Modality
Text input to text output
Input Modalities
Text
Output Modalities
Text
Input Price
$0.00 per 1M tokens
Output Price
$0.00 per 1M tokens
Provider
Liquid AI
Listing Date
2026-08-11

Strengths

  • LFM2.5-2.6B (free) is suited for agent workflows.
  • Supports standard context for multi-step prompts and larger working sets.
  • Pricing profile is cost-efficient, enabling predictable workload routing decisions.
  • Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

  • Prompt standards are still needed to keep output quality consistent across teams.
  • Standard context limits may require chunking or retrieval strategies for large documents.
  • Low-cost tiers can still underperform on high-consequence decisions without escalation paths.
  • Text-only modality can limit workflows that rely on image, audio, or document interpretation.

Best for

  • LFM2.5-2.6B (free) for tool-driven automation with governance checkpoints.
  • LFM2.5-2.6B (free) for complex analysis and long-form decision support.
  • LFM2.5-2.6B (free) for software delivery workflows with policy-enforced prompts.
  • LFM2.5-2.6B (free) for productivity use cases that still need review and escalation paths.

Rollout checklist

  • Define where LFM2.5-2.6B (free) is default vs. fallback in your routing policy.
  • Enable role-based access and policy checks before opening access broadly.
  • Set spend guardrails by team and monitor weekly token consumption.
  • Start with approved teams, then expand in controlled waves.
  • Re-run quality and cost benchmarks monthly as newer releases appear.

Related models

Explore adjacent model profiles for routing and benchmarking decisions.

Free Resource

Where Should Your Team Start with AI?

Tell us your industry and team size. We'll tell you which AI use cases will save the most time with the least setup.

You get

A shortlist of AI use cases ranked by impact and effort for your situation.

Tuning notes

frequency_penalty

Tune repetition control for long responses in multi-step workflows.

include_reasoning

Enable only where reasoning traces add operational value or review quality.

logprobs

Use this parameter only with tested defaults in production workflows.

max_completion_tokens

Use this parameter only with tested defaults in production workflows.

Free Assessment

What Could Go Wrong?

5 questions about how your company uses AI today. We'll show you the risks most companies miss until it's too late.

You get

A risk breakdown with the 3 things you should fix first.

Book demo
Knowledge Hub

LFM2.5-2.6B (free) FAQs

Choose LFM2.5-2.6B (free) when the workload aligns with agent workflows, advanced reasoning, code generation and quality targets justify its pricing profile.
It depends on workload mix. Most organizations use routing policies so routine traffic stays on lower-cost tiers.
Validate quality on real internal prompts, token efficiency, latency, and policy compliance behavior.

Deploy This Model With Governance

Use policy controls, role-based access, and budget guardrails before enabling advanced model tiers at scale.

Try LFM2.5-2.6B (free) with your team