Files
Felipe Cardoso 58124cd657 feat: add Qwen3.5 model catalog and agentic evaluation framework
Models:
- configs/models.conf: catalog with Qwen3.5-35B-A3B (MoE, top pick),
  Qwen3.5-27B (dense), Qwen3-Coder-30B-A3B (agentic/coding)
- Updated benchmark setup to show catalog with download status
- docs/model-recommendations.md: memory planning, quantization guide

Agentic evaluation:
- scripts/agentic/setup.sh: installs inspect-ai, evalplus, bigcodebench
  in a Python venv
- scripts/agentic/run-eval.sh: runs evaluations against local LLM server
  (ollama or llama.cpp). Suites: quick (HumanEval+IFEval), code
  (EvalPlus+BigCodeBench), tooluse (BFCL), full (all)
- bin/agentic: dispatcher with help
- docs/agentic-benchmarks.md: methodology, framework comparison, model
  recommendations for agentic use

Updated: Makefile (6 new targets), README, CLAUDE.md, docs/references.md

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-26 00:20:23 +01:00

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#!/usr/bin/env bash
# Agentic evaluation dispatcher
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
case "${1:-help}" in
setup) exec bash "$SCRIPT_DIR/scripts/agentic/setup.sh" ;;
run) exec bash "$SCRIPT_DIR/scripts/agentic/run-eval.sh" "${@:2}" ;;
quick) exec bash "$SCRIPT_DIR/scripts/agentic/run-eval.sh" --suite quick "${@:2}" ;;
code) exec bash "$SCRIPT_DIR/scripts/agentic/run-eval.sh" --suite code "${@:2}" ;;
tooluse) exec bash "$SCRIPT_DIR/scripts/agentic/run-eval.sh" --suite tooluse "${@:2}" ;;
full) exec bash "$SCRIPT_DIR/scripts/agentic/run-eval.sh" --suite full "${@:2}" ;;
*)
echo "Usage: agentic <command> [options]"
echo ""
echo "Commands:"
echo " setup Install evaluation frameworks (inspect-ai, evalplus, bigcodebench)"
echo " quick EvalPlus HumanEval+ + IFEval (~1 hour)"
echo " code EvalPlus + BigCodeBench (~2-3 hours)"
echo " tooluse BFCL function calling evaluation (~1-2 hours)"
echo " full All evaluations (~5-6 hours)"
echo " run Custom run (--suite SUITE --model NAME --endpoint URL)"
echo ""
echo "All commands require --model NAME. Examples:"
echo " agentic quick --model qwen3.5:35b-a3b-q8_0"
echo " agentic full --model qwen3-coder:30b-a3b --endpoint http://localhost:8080/v1"
exit 1
;;
esac