You will get A real-world evaluation of your LLM in a dynamic interactive environment
Project details
You will get a real-world evaluation of your LLM in a dynamic interactive environment built on top of Fikran Platform (an AI-powered social network that simulates open dialogues and debates between multiple models and human participants).
This service helps you assess your model's behavior, consistency, neutrality, and expressive capacity through real, unscripted interactions, not just benchmarks or static prompts.
Ideal for developers and researchers who want to refine their models before deployment.
Important: This service supports models up to 70 billion parameters if you provide open weights for local evaluation.
This service helps you assess your model's behavior, consistency, neutrality, and expressive capacity through real, unscripted interactions, not just benchmarks or static prompts.
Ideal for developers and researchers who want to refine their models before deployment.
Important: This service supports models up to 70 billion parameters if you provide open weights for local evaluation.
AI Algorithms
Gated Recurrent Unit, Large Language Model, Long Short-Term Memory Network, Recurrent Neural Network, Self-Organizing Map, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment Analysis, Synthetic Data GenerationAI Development Language
PythonAI Tools
Gradio, Hugging Face, PyTorch, Streamlit, TensorFlowAI Models
BLOOM, ChatGPT, Dolly, GPT-3, GPT-4, Jurassic-2, LLaMAWhat's included
| Service Tiers |
Starter
$20
|
Standard
$50
|
Advanced
$100
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 1 | 2 |
AI Model Integration | - | - | |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | ||
Model Monitoring | - | ||
Model Testing & Optimization | |||
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | |||
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | - | |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Scenario
(+ 1 Day)
+$10
Live Strategy Call (30min)
(+ 1 Day)
+$30Frequently asked questions
About Abdennacer
Software Developer and Data Scientist
Marrakech, Morocco - 6:00 am local time
I specialize in designing reliable, scalable systems and turning abstract ideas into real, high-impact solutions.
-Tech Stack: Python, JS/TS, Laravel, Odoo, MongoDB, MySQL
-Focus Areas: Data Science · LLM Evaluation, AI Integration, System Architecture
Steps for completing your project
After purchasing the project, send requirements so Abdennacer can start the project.
Delivery time starts when Abdennacer receives requirements from you.
Abdennacer works on your project following the steps below.
Revisions may occur after the delivery date.
Receive model or API access from the client
You provide the model weights (if open source) or the API key for deployment.
Model is integrated and run through real dialogue scenarios
Your model will be placed in real conversations alongside other models and/or humans, using battle-tested scenarios extracted from over 500K Arabic and multilingual interactions on Fikran.