huggingface/transformers.js

Pattern Findings

34 matches across 7 categories. Click a row to expand file-level details.

Verbosity Indicators8 hits · 16 pts

Severity	File	Line	Snippet
LOW	packages/transformers/tests/utils/cache.test.js	411	// Step 1: Pre-cache config.json by downloading it
LOW	packages/transformers/tests/utils/cache.test.js	414	// Step 2: Clear the cache
LOW	packages/transformers/tests/utils/cache.test.js	417	// Step 3: Verify response shape
LOW	packages/transformers/tests/utils/cache.test.js	433	// Step 4: config.json should have been cached and deleted
LOW	packages/transformers/tests/utils/cache.test.js	452	// Step 1: Pre-cache config.json by downloading it
LOW	packages/transformers/tests/utils/cache.test.js	455	// Step 2: Clear the pipeline cache
LOW	packages/transformers/tests/utils/cache.test.js	458	// Step 3: Verify response shape
LOW	packages/transformers/tests/utils/cache.test.js	471	// Step 4: Should include expected pipeline files

Over-Commented Block13 hits · 13 pts

Severity	File	Line	Snippet
LOW	…ers/tests/pipelines/test_pipelines_object_detection.js	101	{ score: 0.020360343158245087, label: "LABEL_31", box: { xmin: 56, ymin: 55, xmax: 169, ymax: 167 } },
LOW	…mers/tests/pipelines/test_pipelines_text_generation.js	121	},
LOW	…ncoder_decoder/test_modeling_vision_encoder_decoder.js	21	});
LOW	…ers/tests/models/florence2/test_processor_florence2.js	161	},
LOW	…ers/tests/models/florence2/test_processor_florence2.js	181	// target: {
LOW	packages/transformers/src/utils/audio.js	41	let audio;
LOW	packages/transformers/src/utils/cache/FileCache.js	121	}
LOW	packages/transformers/src/models/modeling_utils.js	401	logits_processor = null,
LOW	packages/transformers/src/models/modeling_utils.js	901	// // decoder-only
LOW	packages/transformers/src/models/modeling_utils.js	921	const prepared_stopping_criteria = this._get_stopping_criteria(generation_config, stopping_criteria);
LOW	…ransformers/src/models/whisper/tokenization_whisper.js	361	for (let i = 1; i < sequences.length; ++i) {
LOW	packages/transformers/src/generation/logits_process.js	101	// /**
LOW	packages/transformers/src/generation/logits_process.js	121	// console.log('call ForceTokensLogitsProcessor', input_ids, logits)

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet
MEDIUM	…/transformers/src/models/pyannote/modeling_pyannote.js	51	* // ┌─────────┬────────────────────┬────────────────────┬────┬─────────────────────┐
MEDIUM	…/transformers/src/models/pyannote/modeling_pyannote.js	53	* // ├─────────┼────────────────────┼────────────────────┼────┼─────────────────────┤
MEDIUM	…/transformers/src/models/pyannote/modeling_pyannote.js	65	* // └─────────┴────────────────────┴────────────────────┴────┴─────────────────────┘

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet
LOW	packages/transformers/tests/progress_callbacks.test.js	64	function expectValidEventLifecycle(events, model_id, expectedFiles) {
LOW	packages/transformers/tests/utils/audio.test.js	40	function generateDeterministicWaveform(length) {
LOW	packages/transformers/docs/plugins/preprocess.js	17	function stripLeadingGenericParams(expr) {
LOW	packages/transformers/src/backends/onnx.js	161	export function deviceToExecutionProviders(device = null) {
LOW	packages/transformers/src/utils/model-loader.js	11	export function resolveExternalDataFormat(config, fullName, fileName) {
LOW	packages/transformers/src/utils/model-loader.js	27	export function getExternalDataChunkNames(fullName, numChunks) {

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet
MEDIUM	packages/transformers/src/utils/audio.js	56	// to create a single mono channel. It's worth noting that this scaling factor is

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet
MEDIUM	packages/transformers/tests/tokenizers.test.js	636	expect(prompt).toEqual('<BOS_TOKEN><\|START_OF_TURN_TOKEN\|><\|SYSTEM_TOKEN\|># Safety Preamble\nThe instructions in t

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet
LOW	packages/transformers/docs/scripts/build_readme.py	69
LOW	packages/transformers/docs/scripts/build_readme.py	80