# Gemini | 2.0 | Flash Lite

Gemini 2.0 Flash Lite is a fast and lightweight AI model, designed for high performance and quick responses with lower resource usage.

## API Information

- **Model Slug:** gemini-2-0-flash-lite
- **Branded URL:** https://www.eachlabs.ai/google/gemini-2/gemini-2-0-flash-lite
- **Provider:** Google
- **Category:** Image to Text
- **Output Type:** text
- **Status:** active
- **Version:** 0.0.1
- **Base Cost:** $0.10–$0.40 per million tokens, depending on token type
- **Estimated Processing Time:** 1 seconds
- **Last Updated:** 2026-06-22
- **Interactive Demo:** https://www.eachlabs.ai/ai-models/gemini-2-0-flash-lite

## Pricing

- **Charge Type:** dynamic
- **Estimate:** $0.10–$0.40 per million tokens, depending on token type
- **Pricing Details:** input tokens: $0.1
- **Pricing Details:** output tokens: $0.4

## Input Schema

| Parameter | Type | Required | Default | Constraints | Description |
|-----------|------|----------|---------|-------------|-------------|
| image_urls | array | Yes | - | 1–10 | - |
| prompt | string | Yes | - | - | - |

## Example Request

```bash
curl -X POST https://api.eachlabs.ai/v1/prediction/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "gemini-2-0-flash-lite",
  "input": {
    "image_urls": [
      "https://cdn-us.eachlabs.ai/defaults/d5e09e5dd24a3ea3a350f5207f67819db9c96d77ba6b738d07e586d0e21a9527.png",
      "https://cdn-us.eachlabs.ai/defaults/ff6a026e1ad14ec9732e1ef1012b02af786f95b64528f45e2cc89c0ceb76b8b3.png"
    ],
    "prompt": "What is in this image?"
  }
}'
```

## Output Schema

Response returned by `GET /v1/prediction/{id}` when the job completes:

```json
{
  "status": "success",
  "predictionID": "string",
  "output": "text",
  "metrics": {
    "predict_time": "number (seconds)"
  }
}
```

## Polling

```bash
curl https://api.eachlabs.ai/v1/prediction/{PREDICTION_ID} \
  -H "Authorization: Bearer YOUR_API_KEY"
```

| Status | Meaning |
|--------|---------|
| `processing` | Still running — poll again |
| `success` | Done — read `output` |
| `error` | Failed — read `message` / `details` |

## Webhook (alternative to polling)

Pass `"webhook_url": "https://your.host/path"` in the create request. Eachlabs POSTs this payload when the job ends:

```json
{
  "exec_id": "prediction-uuid",
  "status": "succeeded",
  "output": "https://...",
  "error": ""
}
```

`status` is `"succeeded"` or `"failed"`. `exec_id` equals the `predictionID` from create. Return 2xx within 30 seconds.

## Errors

Error body: `{ "status": "error", "message": "...", "details": "..." }`

| Code | Meaning |
|------|---------|
| `400` | Invalid input |
| `401` | Missing / invalid `Authorization` bearer token |
| `404` | Unknown model or prediction id |
| `429` | Rate limit — 100 creates / min, 10 concurrent per key |
| `5xx` | Retry with backoff |

## Overview

**gemini-2-0-flash-lite — Image-to-Text AI Model**

gemini-2-0-flash-lite, Google's ultra-fast **image-to-text AI model** from the Gemini 2 family, transforms uploaded images into detailed textual descriptions, analyses, and insights with minimal latency and resource use. Developed as a lightweight variant of Gemini 2.0 Flash, it excels in multimodal processing for developers seeking **Google image-to-text** capabilities in high-throughput applications. This model handles images alongside text prompts to generate precise outputs, making it ideal for real-time vision tasks like content moderation, accessibility tools, and automated tagging.

With support for up to 3,000 input images per request and a 1M token context window, gemini-2-0-flash-lite delivers quick responses without compromising on Gemini's advanced spatial understanding.

## Usage Notes

- API Base URL: `https://api.eachlabs.ai/v1`
- Authentication: send `Authorization: Bearer YOUR_API_KEY`. Generate a key from the Eachlabs dashboard at https://www.eachlabs.ai/dashboard/api-keys.
- File-typed parameters (`*_url`, `image_url`, `video_url`, `audio_url`, etc.) accept publicly-reachable HTTPS URLs only. Upload your asset first (GCS / S3 / your CDN) and pass the resulting URL. Data-URIs and localhost URLs are rejected.
- For structured parameters (arrays / objects) send real JSON values, not stringified payloads.
- Monetary values are reported in USD; per-token / per-megapixel rates may be billed in micro-cents internally.
- Prefer `webhook_url` over polling for long-running predictions — see the Webhook Callback section.