Hugging Face logo

Meta-Llama-3.1-8B-Instruct Free API on Hugging Face

Free API Verified
★★★★★★★★★★ 3.5 Benchmark-backed score

Meta Llama 3.1 8B is available free through Hugging Face's Serverless Inference API, providing access to the full 128K-context model without setting up your own infrastructure.

Free APIOpenAI compatibleTool callingJSON modeText
API Details

Copy-ready connection details

Use these values in your client or SDK.
Base URL
https://router.huggingface.co/v1
Model ID
meta-llama-3-1-8b-instruct
API format OpenAI Chat Completions + OpenAI Responses
Technical Details

Meta-Llama-3.1-8B-Instruct specifications

Provider catalog
Context window 128K
Max output 4K
Status Online
Family llama-3-1-8b-instruct
Released Jul 23, 2024
Last updated Aug 6, 2026
Free listing since Jul 23, 2024
Input text
Output text
Capabilities tool calling, structured output
AI Recommendation

Should you use Meta-Llama-3.1-8B-Instruct?

Meta-Llama-3.1-8B-Instruct is listed for chat workloads and supports a 128K context window.

Use it when Hugging Face's free tier is enough for evaluation, demos, or light production traffic.

Best for
  • Chat
Strengths & Weaknesses

Strengths

  • Long context window
  • Tool calling support
  • Structured JSON output
  • Live API verification available

Watch outs

  • Free-tier rate limits apply
  • Vision support is not listed
Benchmark Overview

Benchmark signals for Meta-Llama-3.1-8B-Instruct

Measured data
Intelligence General reasoning and instruction following
7.6/100
Coding Programming and code generation
5.4/100
Agentic Tool use and multi-step tasks
0.5/100
Speed Observed generation speed
140 tok/s
Context Maximum listed context window
128K
Pricing

Meta-Llama-3.1-8B-Instruct pricing per 1M tokens

Free tier listed
Input $0.08 per 1M tokens
Output $0.09 per 1M tokens
Free access Available Hugging Face
Rate limit Credit-metered provider policy
Availability

Meta-Llama-3.1-8B-Instruct availability by provider

2 alternatives

We found 3 provider listings for llama-3-1-8b-instruct. Check model ID, quota, pricing, and API format before switching providers.

Provider Model listing Access Context API Limits
Hugging Face Meta-Llama-3.1-8B-Instruct Free tier 128K Native Credit-metered
Cloudflare Workers AI @cf/meta/llama-3.1-8b-instruct-fp8 Free tier 8K Native Varies
NVIDIA NIM meta/llama-3.1-8b-instruct Free tier 8K Native Varies
View Hugging Face setup guide →
Typical Use Cases

Meta-Llama-3.1-8B-Instruct use cases

Chat

Meta-Llama-3.1-8B-Instruct is tagged for chat in this catalog and works with OpenAI-compatible client libraries.

FAQ

Meta-Llama-3.1-8B-Instruct free API FAQ

Is Meta-Llama-3.1-8B-Instruct free to use?

Meta-Llama-3.1-8B-Instruct is listed with free API access on Hugging Face, subject to the provider's quota and account policy.

What is the Meta-Llama-3.1-8B-Instruct model ID?

The model ID shown in this catalog is meta-llama-3-1-8b-instruct.

What are the Meta-Llama-3.1-8B-Instruct free tier rate limits on Hugging Face?

The listed free tier limit is Credit-metered. Limits can change per account tier, so confirm against the provider dashboard.

What context window does Meta-Llama-3.1-8B-Instruct support?

The listed context window is 128K tokens with up to 4K output tokens.

More about Meta-Llama-3.1-8B-Instruct

Meta Llama 3.1 8B is available free through Hugging Face's Serverless Inference API, providing access to the full 128K-context model without setting up your own infrastructure. The HF API is not OpenAI SDK-compatible (uses Hugging Face's own format), so it requires HF-specific client code or the huggingface_hub Python library. Rate limits are approximately 1,000 requests per day — sufficient for prototyping, evaluation, and low-volume applications. Registration required; free for public models.

For API keys, setup steps, and provider-level limits, see the Hugging Face provider page.