v0.3.18

Hexagon HTP

Support Gemma4-E2B and Gemma4-E4B QAIRT inference through local path.
Microsoft-signed HTP catalog (llama.cpp @ 6ba5ef). No cert import required on Windows on Snapdragon.

What's Changed

• docs(install): cross-link Docker and native Linux install paths by Mengsheng Wu (@mengshengwu) in #1231
• docs(server): rewrite tool-calling example as VLM + web_search round-trip by Mengsheng Wu (@mengshengwu) in #1238
• fix(sdk): forward quant suffix on benchmark cache hit by RemiliaForever (@RemiliaForever) in #1239
• ci: harden workflows against zizmor high-severity findings by RemiliaForever (@RemiliaForever) in #1240
• chore(release): source signed HTP bundle from qcom-ai-hub/geniex LFS by Mengsheng Wu (@mengshengwu) in #1237
• chore(deps): bump actions/stale from 10 to 11 by Dependabot (@dependabot)[bot] in #1249
• chore(sdk): drop stale gitattributes and gitmodules by Mengsheng Wu (@mengshengwu) in #1251
• chore(deps): bump pypa/gh-action-pypi-publish from 1.14.1 to 1.14.2 by Dependabot (@dependabot)[bot] in #1253
• refactor(sdk): drop default-quant from model-manager by Mengsheng Wu (@mengshengwu) in #1252
• feat(sdk)!: generalize llama_cpp speculative decoding to all types by Mengsheng Wu (@mengshengwu) in #1195
• feat(qairt): Add Gemma 4 QAIRT support by David Qian (@Davidqian123) in #1257
• chore(deps): bump docker/login-action from 4 to 4.5.2 by Dependabot (@dependabot)[bot] in #1258
• fix(sdk): key QAIRT ModelFile by precision so name:precision ids resolve by Mengsheng Wu (@mengshengwu) in #1261
• fix(sdk): recognize scalar ggml quant tags (F/BF/FP/I) by Mengsheng Wu (@mengshengwu) in #1262
• feat(sdk): expose raw logits (geniex_llm_forward_logits) in bench + serve by RemiliaForever (@RemiliaForever) in #1256

Full Changelog: v0.3.17...v0.3.18