# lukeingawesome/llm2vec4cxr

Model from Hugging Face for feature extraction: lukeingawesome/llm2vec4cxr · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/lukeingawesome/llm2vec4cxr
- Hosting: hosted (5 files)
- Files: 5 hosted of 15 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: 5 files, 2.53 GB
- Full repo upstream: 2.53 GB
- Recommended file: 2.52 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-lukeingawesome-llm2vec4cxr/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/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: 89
- Stars: 12
- Card completeness: 96%

## Description

External Hugging Face catalog record for lukeingawesome/llm2vec4cxr. Task: feature extraction. Library: transformers. Languages: en. Base model: microsoft/LLM2CLIP-Llama-3.2-1B-Instruct-CC-Finetuned. Popularity signal at import: 101 downloads and 12 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: feature-extraction
- Library: transformers
- Base model: microsoft/LLM2CLIP-Llama-3.2-1B-Instruct-CC-Finetuned
- Task categories: feature-extraction
- Languages: en
- Paper ids: 2509.15234
- File hints: 15 upstream file samples

## Referenced Data

- Paper: 2509.15234

## File Hints

- .gitattributes (1.5 KB)
- README.md (9.3 KB)
- config.json (1.2 KB)
- llm2vec4cxr/__init__.py (27 B)
- llm2vec4cxr/modeling_bidirectional_llama_encoder.py (8.0 KB)
- llm2vec_config.json (117 B)
- llm2vec_wrapper.py (16 KB)
- model.safetensors (2.4 GB) LFS
- modeling_llm2vec4cxr.py (5.9 KB)
- pooling_latent.py (3.2 KB)
- requirements.txt (301 B)
- special_tokens_map.json (325 B)

## 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 2026-09-24T00:55:53.179Z.
- Open license detected as mit.
- 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-lukeingawesome-llm2vec4cxr
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-lukeingawesome-llm2vec4cxr
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lukeingawesome-llm2vec4cxr&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-lukeingawesome-llm2vec4cxr/decentralized-fallbacks