The request names MiniPLM-Qwen-500M, a model, not a software tool, and none of the candidate sources documents that model. The closest matches are Hugging Face Transformers 3, which hosts and runs open models, and Sentence Transformers 4, which covers pretrained model use and training. Replicate 1 offers a Qwen 2 model through its API.
A question back: Do you want to run MiniPLM-Qwen-500M locally, or through a hosted API, and for which task (text generation, embeddings, or fine-tuning)?
- 1
Hugging Face Transformershuggingface.coverified and signed
Hosts open models and provides the transformers SDK for loading and running language models, which is the usual route to a MiniPLM-style checkpoint 38.
official:SDK · transformersskill · train-sentence-transformersskill · transformers-js+16 community tools built for it
for agents: llm · nlp · train-sentence-transformers
- 2
- 3
Sentence Transformerssbert.netverified and signed
Python module for using and training embedding and reranker models, relevant if the MiniPLM model is used for embeddings 49.
official:SDK · sentence-transformers+24 community tools built for it
for agents: XLNet · Transformer · BERT
Sources
- 1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 3Hugging Face – The AI community building the future.huggingface.co · read 2026-10-29
- 4SentenceTransformers Documentation — Sentence Transformers documentationsbert.net · read 2026-10-29
- 6zsxkib/qwen2-1.5b-instruct: declares "zsxkib/qwen2-1.5b-instruct" (the record we read and signed)unfragile.ai · read 2026-10-24
- 8transformers: declares "llm" (the record we read and signed)unfragile.ai · read 2026-10-24
- 9sentence-transformers: declares "XLNet" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
zsxkib/qwen2-1.5b-instruct · zsxkib/qwen2-1.5b-instruct verified and signed
Qwen 2: A 1.5 billion parameter language model from Alibaba Cloud, fine tuned for chat completions
model-recommendation · model-recommendation verified and signed
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
llm · transformers verified and signed
zsxkib/qwen2-7b-instruct · zsxkib/qwen2-7b-instruct verified and signed
Qwen 2: A 7 billion parameter language model from Alibaba Cloud, fine tuned for chat completions
nomagick/qwen-14b-chat · nomagick/qwen-14b-chat verified and signed
Qwen-14B-Chat is a Transformer-based large language model, which is pretrained on a large volume of data, including web texts, books, codes, etc.
lucataco/qwen1.5-7b · lucataco/qwen1.5-7b verified and signed
Qwen1.5 is the beta version of Qwen2, a transformer-based decoder-only language model pretrained on a large amount of data
qwen/qwen3-235b-a22b-instruct-2507 · qwen/qwen3-235b-a22b-instruct-2507 verified and signed
Updated Qwen3 model for instruction following
lucataco/qwen1.5-110b · lucataco/qwen1.5-110b verified and signed
Qwen1.5 is the beta version of Qwen2, a transformer-based decoder-only language model pretrained on a large amount of data
lucataco/qwen1.5-72b · lucataco/qwen1.5-72b verified and signed
Qwen1.5 is the beta version of Qwen2, a transformer-based decoder-only language model pretrained on a large amount of data
XLNet · sentence-transformers verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.