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Available now on ModelsLab · Language Model

Refuel LLM V2 SmallData Tasks Mastered

Extract. Classify. Clean.

8B Parameters

Llama3 Base Optimized

Refuel LLM V2 Small uses Llama3-8B base for data labeling, enrichment, and cleaning tasks.

79.67% Accuracy

Beats GPT-3.5 Turbo

Outperforms Claude-3-Sonnet and GPT-3.5-Turbo on 2750+ data structuring benchmarks.

8K Context

Handles Long Inputs

Supports 8K max input length for classification, extraction, and entity resolution.

Examples

See what Refuel LLM V2 Small can create

Copy any prompt below and try it yourself in the playground.

Invoice Extraction

Extract structured fields from this invoice text: date, amount, vendor, items list. Input: Invoice dated 2023-10-01 from Acme Corp, total $1500, items: widgets x10 $100 each, gadgets x5 $200 each. Output as JSON.

Sentiment Classify

Classify sentiment of customer review as positive, negative, neutral with confidence score. Input: Product arrived fast but quality poor. Output JSON: {sentiment: negative, confidence: 0.85}.

Entity Resolution

Resolve entities in email: names, organizations, dates. Input: Meeting with John Doe from Google on Friday 2023-10-06. Output JSON list of resolved entities.

Data Cleaning

Clean and standardize addresses from messy list. Input: 123 Main St, NY; 456 broadway nyc. Output standardized JSON array.

For Developers

A few lines of code.
Data extraction. One call.

ModelsLab handles the infrastructure: fast inference, auto-scaling, and a developer-friendly API. No GPU management needed.

  • Serverless: scales to zero, scales to millions
  • Pay per token, no minimums
  • Python and JavaScript SDKs, plus REST API
import requests
response = requests.post(
"https://modelslab.com/api/v7/llm/chat/completions",
json={
"key": "YOUR_API_KEY",
"prompt": "",
"model_id": ""
}
)
print(response.json())

FAQ

Common questions about Refuel LLM V2 Small

Read the docs

Ready to create?

Start generating with Refuel LLM V2 Small on ModelsLab.