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Products
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Forge
Concevez des modèles d'IA qui comprennent votre entreprise.
Pourquoi choisir Forge ?
Le système de votre IA de pointe.
1. Data preparation.
Domain examples on demand.
Generate high-signal training samples tailored to your workflows and terminology.
Edge-case coverage.
Create long-tail scenarios that don’t appear frequently in real data but matter in production.
Policy-bound scenarios.
Produce compliance-aware examples to reinforce governance and reduce unsafe outputs.
2. Model training.
Domain learning at scale.
Train on large volumes of unstructured enterprise data to internalize your domain language and concepts.
Model architectures.
Support for advanced architectures including Dense and Mixture-of-Experts (MoE) to balance performance, specialization, and efficiency for enterprise-scale workloads.
Multi-modal ready foundations.
Text, image, and audio support where relevant.
3. Model alignment.
Reinforcement learning.
Align model behavior using Reinforcement Learning from Human Feedback (RLHF), with model distillation to maintain consistency and efficiency.
Efficient adaptation.
Low-Rank Adaptation (LoRA) to specialize models without heavyweight retraining.
Enterprise alignment.
Supervised Fine-Tuning (SFT) and Direct Preference Optimization (DPO) to encode standards and preferences.
4. Evaluation.
KPI-aligned evaluation.
Measure model quality against enterprise outcomes—not generic benchmarks.
Regression suites.
Detect performance drops when data, prompts, or model versions change.
Drift detection.
Monitor behavioral drift over time as domains, policies, and usage evolve.
5. Lifecycle management.
Version everything.
Models, datasets, training runs, and configs—tracked as first-class assets.
Traceability and auditability.
Reproduce decisions and outputs with a clear lineage of what changed and why.
Rollback with confidence.
Revert to known-good versions when regressions or policy changes occur.
6. Inference.
Optimized runtime performance.
Serve customized models with low-latency, high-throughput inference optimized for enterprise-scale workloads.
Policy-aware responses.
Enforce governance and safety constraints at inference so outputs consistently respect internal standards and controls.
Flexible deployment.
Run inference across private cloud, on-prem, or Mistral compute with control over data residency and infrastructure.
Une IA conçue pour les environnements critiques.
