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  ---
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- title: InstaLines
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- emoji: πŸš€
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- colorFrom: blue
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- colorTo: green
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  sdk: gradio
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  sdk_version: 5.33.0
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  app_file: app.py
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  pinned: false
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  license: mit
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- short_description: ' Testing Model Context Protocol via Gradio'
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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  # πŸ” Instagram Caption AI Model Benchmark
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  ## 🎯 Caption Generation Models
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- | Model ID | Provider | Avg Latency | Caption Quality | Multi-Modal | Instagram Optimized | Variation Support |
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- |-----------------------------------|-------------|-------------|-----------------|-------------|---------------------|-------------------|
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- | `Llama-4-Maverick-17B-128E` πŸ† | SambaNova | **2.1s** | **Excellent** | βœ… Yes | βœ… Yes | βœ… Yes |
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- | `GPT-4-Vision` | OpenAI | 3.2s | Excellent | βœ… Yes | ❌ No | ❌ No |
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- | `Claude-3-Vision` | Anthropic | 2.8s | Very Good | βœ… Yes | ❌ No | ❌ No |
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- | `Gemini-Pro-Vision` | Google | 2.5s | Good | βœ… Yes | ❌ No | ❌ No |
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  **βœ… Chosen Primary Model:** `Llama-4-Maverick-17B-128E-Instruct`
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  - **Instagram-specialized prompting** with hashtag optimization
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  ## ✨ Caption Variation Models
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- | Model ID | Provider | Avg Latency | Variation Quality | Cost Efficiency | Creative Diversity |
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- |-----------------------------|-------------|-------------|-------------------|-----------------|-------------------|
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- | `Meta-Llama-3.2-3B` πŸ† | SambaNova | **1.4s** | **Excellent** | **High** | **High** |
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- | `GPT-3.5-Turbo` | OpenAI | 2.1s | Good | Medium | Medium |
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- | `Claude-3-Haiku` | Anthropic | 1.8s | Very Good | Medium | Good |
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- | `Gemma-2-9B` | Google | 1.6s | Good | High | Medium |
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  **βœ… Chosen Variation Model:** `Meta-Llama-3.2-3B-Instruct`
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  - **3 distinct approaches:** Story-driven, Question-based, Value-packed
 
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+ title: Instagram Caption AI Studio
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+ emoji: πŸ“±
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+ colorFrom: purple
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+ colorTo: pink
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  sdk: gradio
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  sdk_version: 5.33.0
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  app_file: app.py
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  pinned: false
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  license: mit
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+ short_description: 'AI-Powered Instagram Caption Generator'
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+ tags:
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+ - instagram
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+ - caption-generator
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+ - sambanova
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+ - llama
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+ - multi-language
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+ - huggingface
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+ - social-media
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+ - ai
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+ - computer-vision
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+ - translation
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+ - content-creation
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+ - viral-marketing
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+ suggested_hardware: cpu-basic
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+ suggested_storage: small
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+ models:
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+ - SambaNova/Llama-4-Maverick-17B-128E-Instruct
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+ - Meta-Llama-3.2-3B-Instruct
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+ - google-t5/t5-small
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+ - chence08/mt5-small-iwslt2017-zh-en
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+ - Helsinki-NLP/opus-mt-en-hi
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+ - marefa-nlp/marefa-mt-en-ar
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+
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+ language:
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+ - en
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+ - de
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+ - zh
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+ - hi
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+ - ar
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+ library_name: gradio
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+ base_path: /
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+ custom_headers:
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+ cross-origin-embedder-policy: require-corp
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+ cross-origin-opener-policy: same-origin
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  ---
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+ # πŸ“± Instagram Caption AI Studio
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+
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+ > πŸš€ **Advanced AI-Powered Instagram Content Creation Suite**
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+
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+ ## ✨ Key Features
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+
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+ πŸ€– **SambaNova Integration**: Llama-4-Maverick + Llama-3.2-3B models
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+ 🌍 **Multi-Language**: German, Chinese, Hindi, Arabic translation
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+ πŸ–ΌοΈ **Vision AI**: Multi-modal image analysis with quality scoring
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+ 🎯 **Smart Targeting**: 8 caption styles Γ— 8 audience types
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+ ✨ **Variations**: Generate 3 alternative captions instantly
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+ πŸ”₯ **Instagram Optimized**: Hashtag generation & engagement prediction
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+
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+ ## πŸ› οΈ Technology Stack
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+
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+ - **Primary AI**: SambaNova Llama-4-Maverick-17B-128E-Instruct
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+ - **Variations**: Meta-Llama-3.2-3B-Instruct
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+ - **Translation**: Hugging Face T5, MT5, Helsinki-NLP, Marefa models
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+ - **Interface**: Advanced Gradio with custom glassmorphism UI
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+ - **Performance**: <2.1s caption generation, <1.4s variations
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+
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+ ## 🎯 Perfect For
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+
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+ Content creators, social media managers, influencers, brands, and anyone looking to create engaging Instagram content with AI assistance.
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+
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+ **Try it now and create viral-worthy captions in seconds!** πŸš€
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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  # πŸ” Instagram Caption AI Model Benchmark
 
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  ## 🎯 Caption Generation Models
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+ | Model ID | Provider | Avg Latency | Caption Quality | Multi-Modal |
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+ |-----------------------------------|-------------|-------------|-----------------|-------------|
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+ | `Llama-4-Maverick-17B-128E` πŸ† | SambaNova | **2.1s** | **Excellent** | βœ… Yes |
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+ | `GPT-4-Vision` | OpenAI | 3.2s | Excellent | βœ… Yes |
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+ | `Claude-3-Vision` | Anthropic | 2.8s | Very Good | βœ… Yes |
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+ | `Gemini-Pro-Vision` | Google | 2.5s | Good | βœ… Yes |
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  **βœ… Chosen Primary Model:** `Llama-4-Maverick-17B-128E-Instruct`
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  - **Instagram-specialized prompting** with hashtag optimization
 
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  ## ✨ Caption Variation Models
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+ | Model ID | Provider | Avg Latency | Variation Quality |
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+ |-----------------------------|-------------|-------------|-------------------|
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+ | `Meta-Llama-3.2-3B` πŸ† | SambaNova | **1.4s** | **Excellent** |
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+ | `GPT-3.5-Turbo` | OpenAI | 2.1s | Good |
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+ | `Claude-3-Haiku` | Anthropic | 1.8s | Very Good |
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+ | `Gemma-2-9B` | Google | 1.6s | Good |
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  **βœ… Chosen Variation Model:** `Meta-Llama-3.2-3B-Instruct`
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  - **3 distinct approaches:** Story-driven, Question-based, Value-packed