# ulises-c/socrates-state-classifier-qwen3.5-lora

Model from Hugging Face for text classification: ulises-c/socrates-state-classifier-qwen3.5-lora · transformers

## Facts

- Type: LLM
- Task: text-classification
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/ulises-c/socrates-state-classifier-qwen3.5-lora
- Hosting: hosted (8 files)
- Files: 8 hosted of 9 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 8 files, 3.43 GB
- Full repo upstream: 3.43 GB
- Recommended file: 3.41 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 61
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for ulises-c/socrates-state-classifier-qwen3.5-lora. Task: text classification. Library: transformers. Languages: zh. Datasets referenced by card metadata: ulises-c/SocratDataset. Base model: Qwen/Qwen3.5-0.8B-Base. Includes 2 model-card evaluation signals. Popularity signal at import: 38 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: Qwen/Qwen3.5-0.8B-Base
- Task categories: text-classification
- Languages: zh
- Referenced datasets: ulises-c/SocratDataset
- Metrics: accuracy
- Model-index entries: socrates-state-classifier-qwen3.5-lora
- Evaluation signals: 2 model-card eval results
- File hints: 9 upstream file samples

## Evaluation Signals

- SocratDataset (test split): state_accuracy = 69.77 (Socratic dialogue state classification)
- SocratDataset (test split): stage_accuracy = 90.24 (Socratic dialogue state classification)

## Referenced Data

- Dataset: ulises-c/SocratDataset

## File Hints

- .gitattributes (1.5 KB)
- ATTRIBUTION.md (3.8 KB)
- README.md (7.4 KB)
- chat_template.jinja (7.6 KB)
- config.json (3.7 KB)
- eval_results.json (1.8 KB)
- model.safetensors (3.2 GB) LFS
- tokenizer.json (19 MB) LFS
- tokenizer_config.json (1.1 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-03T23:24:12.922Z.
- Open license detected as apache-2.0.
- Model-index metadata found for socrates-state-classifier-qwen3.5-lora.
- Model card references dataset context: ulises-c/SocratDataset.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/distribution
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- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ulises-c-socrates-state-classifier-qwen3-5-lora&limit=100
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