Text Generation
Transformers.js
ONNX
English
qwen2
browser
experimental
data-analysis
conversational
Instructions to use Brazenle/dom-analyst-compact-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use Brazenle/dom-analyst-compact-v1 with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('text-generation', 'Brazenle/dom-analyst-compact-v1');
Download release.json from Brazenle/dom-analyst-compact-v1: direct link, hf CLI and curl.
- Browser
- Download file 8.19 kB
-
https://huggingface.co/Brazenle/dom-analyst-compact-v1/resolve/main/release.json
- Command line
-
hf download hf://Brazenle/dom-analyst-compact-v1/release.json
-
curl -L -o release.json https://huggingface.co/Brazenle/dom-analyst-compact-v1/resolve/main/release.json
8.19 kB
| { | |
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| "trained": true, | |
| "qualified": false, | |
| "parameters": 494032768, | |
| "baseModel": "Qwen/Qwen2.5-0.5B-Instruct", | |
| "quantization": "q4", | |
| "modelSha256": "5c0363134949287bd21500931cddce7a118a024dea0c68c1349937e36634c178", | |
| "bytes": 361958538, | |
| "training": { | |
| "status": "trained", | |
| "baseModel": "Qwen/Qwen2.5-0.5B-Instruct", | |
| "seed": 27183, | |
| "device": "cpu", | |
| "threads": 4, | |
| "trainableParameters": 8798208, | |
| "totalParametersWithAdapter": 502830976, | |
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| "gradientAccumulation": 2, | |
| "learningRate": 0.0004, | |
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| "stopReason": "max_steps", | |
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| "baseRevision": "7ae557604adf67be50417f59c2c2f167def9a775", | |
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| "transformers": "4.57.6", | |
| "peft": "0.20.0", | |
| "accelerate": "1.14.0" | |
| }, | |
| "receiptAugmentation": "Available and consumed example counts, cached base revision and software versions added after completion; weights and frozen datasets unchanged." | |
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| "evaluation": { | |
| "schemaVersion": 1, | |
| "status": "experimental-semantic-qualification-failed", | |
| "trained": true, | |
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| }, | |
| "limitations": [ | |
| "Synthetic3–5column schemas only", | |
| "No tuning/checkpoint selection using holdout", | |
| "NativePyTorch CPU is not browserq4 qualification", | |
| "Schema-valid plans can still select unintended columns; human review required" | |
| ], | |
| "nativeQ4Smoke": { | |
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| "modelSha256": "893decd1c7677f3d147d7c937f9b894415815d23bf7d090a527d9747a4f70029" | |
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| "interpretation": "This measures generation agreement only; both agreeing and differing plans can be incorrect." | |
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| }, | |
| "browserQualification": "Pending separate browser execution; semantic qualification remains failed.", | |
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| "candidateGenerationSeconds": 31.297 | |
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| }, | |
| "browserQualification": "pending separate measured execution", | |
| "semanticQualityPromotion": false, | |
| "runtimeRequirement": "session.disable_quant_qdq=1 with all graph optimizations; default native optimizer configuration failed" | |
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| "experimental": true, | |
| "status": "experimental-v1-compact-storage", | |
| "exportValidation": { | |
| "status": "warning", | |
| "strictNumericalParityPassed": false, | |
| "requestedAbsoluteTolerance": 1e-05, | |
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| "exportProcessExitCode": 0, | |
| "onnxCheckerPassed": true, | |
| "interpretation": "Optimum wrote the graph but warned reference-versus-export values exceeded its default tolerance. This is not a passed strict numerical parity gate; the artifact remains experimental and semantically unqualified." | |
| }, | |
| "exportSoftware": { | |
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| "transformers": "4.57.6", | |
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| "modelId": "dom-analyst-compact-v1", | |
| "displayName": "Dom analyst v1 compact storage experiment", | |
| "runtimeProfile": "int8-shared-table", | |
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