# LiquidAI/LFM2.5-350M

Model from Hugging Face for text generation: LiquidAI/LFM2.5-350M · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: unknown
- Source: unknown
- Hosting: hosted (7 files)
- Files: 7 hosted of 13 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: 7 files, 713.7 MB
- Full repo upstream: 713.8 MB
- Recommended file: 709 MB · model.safetensors
- Parameters: 350M
- Download: https://huggingbay.xyz/artifact/hf-model-liquidai-lfm2-5-350m/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/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: 97069
- Stars: 421
- Card completeness: 96%

## Description

External Hugging Face catalog record for LiquidAI/LFM2.5-350M. Task: text generation. Library: transformers. Languages: en, ar, zh, fr, de, ja, ko, es. Base model: LiquidAI/LFM2.5-350M-Base. Popularity signal at import: 97,069 downloads and 421 likes.

## Model Card Facts

- Declared license: other
- Pipeline: text-generation
- Library: transformers
- Base model: LiquidAI/LFM2.5-350M-Base
- Task categories: text-generation
- Languages: en, ar, zh, fr, de, ja, ko, es
- Paper ids: 2511.23404
- File hints: 13 upstream file samples

## Referenced Data

- Paper: 2511.23404

## File Hints

- .eval_results/LFM2.5-350M.yaml (232 B)
- .eval_results/LiquidAI-LFM2.5-350M.yaml (479 B)
- .eval_results/gpqa_diamond.yaml (198 B)
- .eval_results/mmlu_pro.yaml (202 B)
- .gitattributes (1.5 KB)
- LICENSE (10 KB)
- README.md (14 KB)
- chat_template.jinja (5.4 KB)
- config.json (1.3 KB)
- generation_config.json (134 B)
- model.safetensors (676 MB) LFS
- tokenizer.json (4.5 MB)

## Quality Checklist

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

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-18T07:33:56.664Z.
- Upstream license: other. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-liquidai-lfm2-5-350m
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-liquidai-lfm2-5-350m
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-liquidai-lfm2-5-350m&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-liquidai-lfm2-5-350m/decentralized-fallbacks