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AI DEVELOPER

AI-assisted coding accelerates development. Focus on API integration, model fine-tuning, and responsible deployment.

2.71M

API Calls Today

84ms

Avg Latency

v3.2.1

Model Version

91%

Test Coverage

CODE SNIPPETS

from transformers import AutoModelForCausalLM, Trainer

model = AutoModelForCausalLM.from_pretrained("aria-base-7b")
trainer = Trainer(
    model=model,
    train_dataset=coexistence_corpus,
    args=TrainingArguments(
        output_dir="./aria-ft",
        num_train_epochs=3,
        per_device_train_batch_size=4,
    )
)
trainer.train()

TRAINING PIPELINE

Data Ingestion

2.4M tokens indexed

Tokenization

BPE vocab 50k

Fine-tuning

Epoch 2 / 3 · 68% complete

LIVE

Eval & Benchmarks

Waiting on checkpoint

Guardrail Validation

Constitutional filter ready

Deployment

Staging slot reserved

API ENDPOINT HEALTH

ARIA Core

84ms1.2M

Rights Resolver

112ms430K

Coexist Mapper

67ms870K

Bias Detector

203ms210K

BUILD METRICS