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https://github.com/lukaszraczylo/llm-testbench.git
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feat: LLM accuracy testing framework with 17-test catalog
Framework runs a category/subcategory test catalog against multiple LLMs through an OpenAI-compatible endpoint. Deterministic evaluators score each response. Reports render as table, markdown, or JSON.
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package tests
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import (
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"context"
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"testing"
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)
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func TestMacosTimeoutPortabilityTest_Eval(t *testing.T) {
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tc := macosTimeoutPortabilityTest()
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good := `macOS ships BSD userland, not GNU coreutils, so there is no
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"timeout" binary out of the box - it is a GNU coreutils tool. Two portable
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fixes: (1) brew install coreutils, then use "gtimeout 30 ./script.sh"
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(GNU coreutils installs its tools with a "g" prefix to avoid clobbering the
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BSD originals); or (2) with zero extra packages, background the command
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and kill it after a sleep, e.g. run it, sleep 30 & kill it if still
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running, or use "perl -e 'alarm shift; exec @ARGV' 30 ./script.sh" which
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relies only on the perl builtin that ships with macOS.`
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badMissingAll := "Just run the script differently, I'm not sure why it fails."
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badMissingGNU := "Install coreutils via brew and use gtimeout, or use perl -e 'alarm'."
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tests := []struct {
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name string
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response string
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want float64
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}{
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{"good answer full credit", good, 1},
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{"missing everything scores 0", badMissingAll, 0},
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{"missing GNU explanation loses one third", badMissingGNU, 2.0 / 3.0},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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got := tc.Eval.Evaluate(context.Background(), tt.response)
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if got.Value != tt.want {
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t.Errorf("Eval.Evaluate() = %v, want %v (detail: %s)", got.Value, tt.want, got.Detail)
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}
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})
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}
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}
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func TestMacosLaunchdCronTest_Eval(t *testing.T) {
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tc := macosLaunchdCronTest()
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good := `Use launchd, managed via launchctl, not cron. Put a plist in
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/Library/LaunchDaemons for a system-wide job. Minimal keys: Label,
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ProgramArguments, and StartInterval set to 300 (seconds) to run every 5
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minutes; RunAtLoad is optional.`
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badWrongMechanism := "Just add a crontab entry with */5 * * * *."
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badMissingKeys := "Use launchd and put the plist in LaunchDaemons."
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badWrongDirectory := `Use launchd, managed via launchctl. Put a plist in
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~/Library/LaunchAgents. Minimal keys: Label, ProgramArguments, and
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StartInterval set to 300.`
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goodContrastiveMention := `Use launchd via launchctl, not cron. This must be a
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per-machine job, so the plist goes in /Library/LaunchDaemons, not
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~/Library/LaunchAgents (LaunchAgents is per-user and would not run without
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a logged-in session). Minimal keys: Label, ProgramArguments, and
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StartInterval set to 300.`
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tests := []struct {
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name string
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response string
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want float64
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}{
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{"good answer full credit", good, 1},
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{"wrong mechanism (cron) scores 0", badWrongMechanism, 0},
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{"missing plist keys loses one third", badMissingKeys, 2.0 / 3.0},
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{"LaunchAgents (per-user) is the wrong directory for this per-machine job", badWrongDirectory, 2.0 / 3.0},
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{"contrastive LaunchAgents mention alongside correct LaunchDaemons still scores full credit", goodContrastiveMention, 1},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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got := tc.Eval.Evaluate(context.Background(), tt.response)
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if got.Value != tt.want {
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t.Errorf("Eval.Evaluate() = %v, want %v (detail: %s)", got.Value, tt.want, got.Detail)
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}
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})
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}
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}
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