Governed Profile

Llama Guard 3 8B

Llama Guard 3 8B is a balanced model with standard context support, suited to general chat and enterprise assistants for enterprise teams.

Try Llama Guard 3 8B with your team

Last reviewed: 2026-04-28

Context Window

131,072

Input / 1M

$0.72

Output / 1M

$0.05

What can you do with Llama Guard 3 8B?

Practical ways teams can use Llama Guard 3 8B inside governed AI workflows.

Summarize long documents with Llama Guard 3 8B

Condense contracts, policies, technical specs, RFPs, and research reports into decision-ready summaries with Llama Guard 3 8B.

Create presentations with Llama Guard 3 8B

Turn notes, research, and meeting outcomes into structured slide outlines, speaker notes, and executive narratives with Llama Guard 3 8B.

Code and debug with Llama Guard 3 8B

Draft features, explain unfamiliar code, generate tests, review pull requests, and reason through implementation tradeoffs with Llama Guard 3 8B.

Analyze spreadsheets with Llama Guard 3 8B

Interpret CSV exports, explain variance, generate formulas, and identify operational or financial patterns with Llama Guard 3 8B.

Draft customer communications with Llama Guard 3 8B

Create support replies, sales follow-ups, onboarding emails, renewal messages, and account updates with Llama Guard 3 8B.

Prepare legal and compliance reviews with Llama Guard 3 8B

Extract obligations, flag risky clauses, compare policy language, and prepare review checklists with Llama Guard 3 8B.

Build workflow automations with Llama Guard 3 8B

Plan agent steps, transform data between tools, create structured outputs, and support repeatable operations with Llama Guard 3 8B.

Research competitors and markets with Llama Guard 3 8B

Synthesize market signals, positioning, pricing context, customer segments, and competitive risks with Llama Guard 3 8B.

Create knowledge-base answers with Llama Guard 3 8B

Answer employee questions from internal policies, product docs, training material, and operating procedures with Llama Guard 3 8B.

Support finance planning with Llama Guard 3 8B

Draft budget narratives, explain spend drivers, create forecast assumptions, and summarize vendor costs with Llama Guard 3 8B.

Improve security reviews with Llama Guard 3 8B

Classify risk, draft incident summaries, review access patterns, and create remediation action lists with Llama Guard 3 8B.

Generate product and marketing copy with Llama Guard 3 8B

Create landing-page drafts, positioning variants, launch messaging, ad concepts, and campaign briefs with Llama Guard 3 8B.

Why this model

Llama Guard 3 8B is available in Remova as a standard context option with $0.72 per 1M tokens input pricing, $0.05 per 1M tokens output pricing, and text->text modality support for enterprise AI operations.

Llama Guard 3 8B offers standard context capacity for enterprise prompts and documents.
Current Remova pricing band is balanced: $0.72 per 1M tokens input and $0.05 per 1M tokens output.
Best-fit workloads include: General chat, Enterprise assistants.
Keep audit logs enabled for high-impact use cases.

At a glance

Model ID: meta-llama/llama-guard-3-8b
Context Window: 131,072 tokens
Modality: text->text
Input Modalities: text
Output Modalities: text
Input Price: $0.72 per 1M tokens
Output Price: $0.05 per 1M tokens
Provider: Meta
Listing Date: 2025-02-12

Strengths

Llama Guard 3 8B is suited for general chat.
Supports standard context for multi-step prompts and larger working sets.
Pricing profile is balanced, enabling predictable workload routing decisions.
Can be paired with policy guardrails for safer deployment at scale.

Tradeoffs

Quality and latency should be benchmarked against your internal prompt set before broad rollout.
Standard context limits may require chunking or retrieval strategies for large documents.
Balanced-price tiers still need policy-based routing to protect monthly budgets.
Text-only modality can limit workflows that rely on image, audio, or document interpretation.

Best for

Llama Guard 3 8B for internal productivity assistants and knowledge workflows.
Llama Guard 3 8B for internal productivity assistants and knowledge workflows.
Llama Guard 3 8B for governed enterprise assistant workflows across teams.
Llama Guard 3 8B for governed enterprise assistant workflows across teams.

Rollout checklist

Define where Llama Guard 3 8B 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.

max_tokens

Set completion limits to avoid unpredictable long-output spend.

presence_penalty

Use carefully when expanding idea diversity in exploration-heavy prompts.

repetition_penalty

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.

Knowledge Hub

Llama Guard 3 8B FAQs

Choose Llama Guard 3 8B when the workload aligns with general chat, enterprise assistants 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 Llama Guard 3 8B with your team