# chopratejas/kompress-base

Model from Hugging Face for token classification: chopratejas/kompress-base · onnx

## Facts

- Type: LLM
- Task: token-classification
- Framework: onnx
- 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/chopratejas/kompress-base
- Hosting: hosted (4 files)
- Files: 4 hosted of 8 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: at least 4 listed files; full count and size unknown
- Full repo upstream: 759.6 MB
- Download: https://huggingbay.xyz/artifact/hf-model-chopratejas-kompress-base/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/download-plan)
- Per-file SHA-256: available for 3 of 4 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/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: 3202
- Stars: 28
- Card completeness: 96%

## Description

External Hugging Face catalog record for chopratejas/kompress-base. Task: token classification. Library: onnx. Languages: en. Datasets referenced by card metadata: lmsys/lmsys-chat-1m, cnn_dailymail, EdinburghNLP/xsum, ccdv/govreport-summarization, ccdv/arxiv-summarization, huuuyeah/meetingbank. Includes 4 model-card evaluation signals. Popularity signal at import: 4,522 downloads and 28 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: token-classification
- Library: onnx
- Task categories: token-classification
- Languages: en
- Referenced datasets: lmsys/lmsys-chat-1m, cnn_dailymail, EdinburghNLP/xsum, ccdv/govreport-summarization, ccdv/arxiv-summarization, huuuyeah/meetingbank, knkarthick/samsum
- Metrics: f1, accuracy
- Model-index entries: kompress-base
- Evaluation signals: 4 model-card eval results
- File hints: 8 upstream file samples

## Evaluation Signals

- kompress-base: Quality Score (Claude-judged) = 7.9 (Token Compression)
- kompress-base: LLMLingua-2 Quality Score = 5.9 (Token Compression)
- kompress-base: Latency (median, Apple Silicon MPS) = 84ms (Token Compression)
- kompress-base: LLMLingua-2 Latency = 117ms (Token Compression)

## Referenced Data

- Dataset: lmsys/lmsys-chat-1m
- Dataset: cnn_dailymail
- Dataset: EdinburghNLP/xsum
- Dataset: ccdv/govreport-summarization
- Dataset: ccdv/arxiv-summarization
- Dataset: huuuyeah/meetingbank
- Dataset: knkarthick/samsum

## File Hints

- .gitattributes (1.5 KB)
- README.md (6.3 KB)
- config.json (2.7 KB)
- model.safetensors (572 MB) LFS
- onnx/kompress-int8.onnx (149 MB) LFS
- tokenizer.json (3.4 MB)
- tokenizer_config.json (351 B)
- training_args.bin (5.1 KB) LFS

## 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 2026-09-22T01:08:02.595Z.
- Open license detected as apache-2.0.
- Model-index metadata found for kompress-base.
- Model card references dataset context: lmsys/lmsys-chat-1m, cnn_dailymail, EdinburghNLP/xsum, ccdv/govreport-summarization.
- 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-chopratejas-kompress-base
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-chopratejas-kompress-base
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-chopratejas-kompress-base&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-chopratejas-kompress-base/decentralized-fallbacks