🔥 Tolka Forge Beta is live →

Route Any Model. Forge Your Model.

Access 300+ frontier models instantly or fine-tune your own. One platform. Priced in ₹. Built for Indian builders.

Trusted by teams who ship fast

Explore all 300+ models →

Models available on Tolka Route

GGPT-4oCClaude 3.5GGemini 1.5LLlama 3MMistralGGrokDDeepSeekQQwenPPhi-3CCommand R+GGPT-4oCClaude 3.5GGemini 1.5LLlama 3MMistralGGrokDDeepSeekQQwenPPhi-3CCommand R+

One Platform. Two Superpowers.

⚡ TOLKA ROUTE

Every Model. One API Key.

Stop managing 10 different API keys. Route to GPT-4o, Claude, Gemini, Llama and 300+ models with a single endpoint. Switch models in one line of code.

await fetch("https://api.tolkaedge.in/v1/chat", {
  method: "POST",
  headers: { Authorization: "Bearer tk_live..." },
  body: JSON.stringify({
    model: "claude-3-5",
    messages: [{ role: "user", content: "Ship faster" }]
  })
})
GPT-4o820ms
Claude 3.5940ms
Gemini 1.5760ms
Llama 3510ms
Live route selection

🔥 TOLKA FORGE

Most Popular

Train Once. Own Forever.

Upload your data, fine-tune any open model, and get a private API endpoint that's yours. Pay per training job. Built for Indian languages too.

Upload Data
Fine-tune
Get Endpoint

Switch models in one line.

300+ models, one unified API
Automatic fallback if a model fails
Usage analytics in ₹, not $
// Before: 10 different SDKs
// After: just change the model name
const res = await fetch("https://api.tolkaedge.in/v1/chat", {
  body: JSON.stringify({
    model: "gpt-4o", // swap to "claude-3-5" anytime
    messages: [{ role: "user", content: "Hello" }]
  })
})
📁 Upload Dataset
⚙️ Training Job Running... 67%
✅ Endpoint Live
api.tolkaedge.in/v1/your-model

Your model. Your endpoint. Your data.

Fine-tune Llama, Mistral, Phi on your data
Supports Hindi, Tamil, Telugu training data
Private endpoint: api.tolkaedge.in/v1/your-model

Simple Pricing. In Rupees.

Starter

₹999/mo

100K requests, 50+ models

Pro

₹4999/mo

Unlimited requests, all 300+ models, analytics

Enterprise

Custom

Dedicated routing, private limits, SLA

FAQ

Is my training data safe?

Yes, isolated, deleted after training

Can I export my fine-tuned model?

Yes, full GGUF/safetensors export

Do you support Indian language datasets?

Yes, Hindi Tamil Telugu Bengali

What's the difference from OpenRouter?

Priced in ₹, fine-tuning built-in, India-first infra

How fast is the fine-tuning?

Most jobs complete in 2-4 hours

Start building in 5 minutes.

Join 500+ Indian developers already on Tolka Edge