# FutureMa/Eva-4B-V2

Model from Hugging Face for text classification: FutureMa/Eva-4B-V2 · 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/FutureMa/Eva-4B-V2
- Hosting: hosted (10 files)
- Files: 10 hosted of 25 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: 10 files, 8.06 GB
- Full repo upstream: 24.2 GB
- Recommended file: 24.1 GB (9 files)
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-futurema-eva-4b-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/download-plan)
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/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: 39
- Stars: 95
- Card completeness: 96%

## Description

External Hugging Face catalog record for FutureMa/Eva-4B-V2. Task: text classification. Library: transformers. Languages: en. Datasets referenced by card metadata: FutureMa/EvasionBench. Base model: Qwen/Qwen3-4B-Instruct-2507. Popularity signal at import: 303 downloads and 95 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-classification
- Library: transformers
- Base model: Qwen/Qwen3-4B-Instruct-2507
- Task categories: text-classification
- Languages: en
- Referenced datasets: FutureMa/EvasionBench
- Paper ids: 2601.09142
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: FutureMa/EvasionBench
- Paper: 2601.09142

## File Hints

- .eval_results/evasionbench.yaml (184 B)
- .gitattributes (1.5 KB)
- README.md (5.4 KB)
- added_tokens.json (707 B)
- args.json (20 KB)
- chat_template.jinja (2.6 KB)
- config.json (1.5 KB)
- generation_config.json (213 B)
- merges.txt (1.6 MB)
- model-00001-of-00002.safetensors (4.6 GB) LFS
- model-00002-of-00002.safetensors (2.9 GB) LFS
- model.safetensors.index.json (32 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 2026-09-23T05:12:31.726Z.
- Open license detected as apache-2.0.
- Model card references dataset context: FutureMa/EvasionBench.
- 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-futurema-eva-4b-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-futurema-eva-4b-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-futurema-eva-4b-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-futurema-eva-4b-v2/decentralized-fallbacks