LLM Services

Clear deliverables in days, not months.

Inference Cost Reduction Sprint

$1,500

Cost breakdown (model, context, tokens, concurrency)
Patched serving config (vLLM/TGI/your stack)
Measurement sheet: before/after tokens, latency, dollars per request
7 days delivery

RAG Hallucination Fix

$900

RAG diagnostic report (retrieval vs prompt vs content)
Corrected pipeline (chunking, retrieval, reranking, citation)
Tiny eval set and repeatable test
72 hours delivery

Fine-tune Output Gibberish Fix

$600

Template alignment check (training vs inference)
Tokenizer/special tokens sanity check
Working inference template plus reproducible steps
48 hours delivery