The request names qwen2forcausallm, a Qwen2 causal language model class from the Transformers ecosystem, but the candidate sources do not show a product named tiny-Qwen2ForCausalLM-2.5. The closest matches are Hugging Face, which hosts Qwen models and offers the huggingface-hub SDK and mcp-client, and Replicate, which runs hosted Qwen1.5 models via its API 12.
A question back: Do you mean the Hugging Face Transformers model class Qwen2ForCausalLM, and do you want to load a small Qwen2 checkpoint or run it through a hosted API?
- 1
Hugging Facehuggingface.coverified and signed
Hosts open models, datasets and applications, with an SDK (huggingface-hub) and an MCP server (@huggingface/mcp-client) for accessing them 2.
official:MCP server · @huggingface/mcp-clientSDK · huggingface-hubCLI · text-embeddings-inferencerepository · pwc-cliskill · hf-cli+23 community tools built for it
for agents: tiny-agent · agent · llm
- 2
Replicatereplicate.comverified and signed
Runs open-source machine learning models through a cloud API, including hosted Qwen1.5 language models such as lucataco/qwen1.5-4b 1.
+14 community tools built for it
for agents: lucataco/qwen1.5-72b · lucataco/qwen1.5-110b · lucataco/qwen1.5-4b
Sources
- 1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 2Hugging Face – The AI community building the future.huggingface.co · read 2026-10-29
For agents: the 10 actions behind this answer
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
tiny-agent · @huggingface/tiny-agents verified and signed
finetune · olive found in code, not yet checked
Fine-tune a model using LoRA/QLoRA. Returns a job_id — use get_job_status() to poll.
noob-mode · noob-mode verified and signed
Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with color-coded risk indicators.
langgraph · deepagents verified and signed
python · fastcore verified and signed
cloudflare-images-variants-variant-details · Cloudflare API verified and signed
Variant details
XLNet · sentence-transformers verified and signed
get_product_variant · Shopify (Activepieces) verified and signed
Get Product Variant — Get a product variant.
code-simplifier/agent/code-simplifier · code-simplifier verified and signed
Sub-agent code-simplifier (in the code-simplifier plugin)
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.