Model reference · open weights

HARC-Qwen2.5

HARC-Qwen2.5 is an open-weight language model from microsoft, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

LLMs microsoft 1 variants 517 downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What HARC-Qwen2.5 is

HARC — Qwen2.5-7B-Instruct HARC safety-alignment LoRA merged into Qwen/Qwen2.5-7B-Instruct (full standalone model). Part of the HARC release; see paper arXiv:2607.00572.

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makermicrosoft
TypeLanguage models
Parameters (lead)7.6B
Variants1
Runs withtransformers
Based onQwen/Qwen2.5-7B-Instruct
Released2026-07-02
Popularity517 downloads / month
Likes1
LicenceOpen weights

How it works

How language models work

Your prompttext / messagesTransformerattention over tokensNext-token loopgenerate + streamResponsetext · tool callsA language model reads your tokens and predicts the next one, again and again, streaming the reply back.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
HARC-Qwen2.5-7B-Instruct7.6BBF16~17.5 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys harc-qwen2-5 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (harc-qwen2-5 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/chat/completions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"harc-qwen2-5","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Tags

transformers safetensors qwen2 text-generation safety alignment conversational text-generation-inference endpoints_compatible

Papers

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

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