Gemma 4 31B: Capabilities, Memory Needs, and Access Options
Gemma 4 31B is Google's dense open model with a 262K-token window. See how much memory it needs at each context length and how to use it in Maple.
2026
Gemma 4 31B is Google's dense open model with a 262K-token window. See how much memory it needs at each context length and how to use it in Maple.
GPT-OSS 120B is OpenAI's open-weight reasoning model. See what it can do, the GPU memory it needs to self-host, and how to use it free in Maple.
Only 3 private AI chat apps we checked are built so the company can't read your chats and let you verify it. See which, what the rest protect, and every source.
No. OpenAI can read your ChatGPT chats, keeps them until you delete them and trains on them unless you opt out. See how six other AI chat services compare.
DeepSeek V4.1 Flash is an open-weight model with a 552B backbone and a 1M-token window. See its hardware needs, its API names and how to use it in Maple.
Kimi K3 is Moonshot AI's 2.8T-parameter open-weight model. See its hardware needs, how it differs from K2.6, and how to use it privately through Maple.
Featured · Guide
Private AI use has four layers: what you say, how you connect, who you are and how you pay. See what a VPN, an email alias and encrypted AI each cover.
Police say Anthropic reported a Florida woman's Claude diary. What AI companies can see and report, and why encryption and open models matter.
Learn how GLM-5.3 Flash differs from the flagship, what its FP8 recipe requires, and how local deployment compares with private access through Maple.
Anthropic says GLM-5.3 built working V8 exploits in 50 of 410 attempts and reports weak safeguards. Here are the test conditions and NIST’s separate findings.
Compare GLM-5.3 with Flash, review the cited hardware recipe, and weigh local hosting against hosted access through Maple’s private inference path.
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