https://glmhandbook.dev/Open models, APIs and inference.enhttps://glmhandbook.dev/articles/llm-latency-tokens-per-second/https://glmhandbook.dev/articles/llm-latency-tokens-per-second/Understand time to first token, decode speed, p95 latency and useful-task throughput before comparing LLM inference benchmarks.Wed, 04 Nov 2026 16:00:00 GMTInferencehttps://glmhandbook.dev/articles/best-abliterated-llm-apis/https://glmhandbook.dev/articles/best-abliterated-llm-apis/Choose an abliterated LLM API by model access, cost and evidence. A practical guide to Uncensured AI, GPU rental and self-hosting.Wed, 04 Nov 2026 16:00:00 GMTAPIshttps://glmhandbook.dev/articles/llm-quantization-memory-guide/https://glmhandbook.dev/articles/llm-quantization-memory-guide/Estimate LLM weight memory, understand 4-bit tradeoffs and leave room for the KV cache before choosing a local model.Wed, 04 Nov 2026 16:00:00 GMTModelshttps://glmhandbook.dev/articles/abliterated-llm-api-without-gpu/https://glmhandbook.dev/articles/abliterated-llm-api-without-gpu/Connect to abliterated GLM and DeepSeek models without expensive hardware. Uncensured AI setup, Python example, model IDs and practical checks.Wed, 04 Nov 2026 16:00:00 GMTGuideshttps://glmhandbook.dev/articles/abliteration-vs-fine-tuning/https://glmhandbook.dev/articles/abliteration-vs-fine-tuning/A clear explanation of abliterated LLMs, refusal directions, fine-tuning and the evaluation needed to separate compliance from capability.Wed, 04 Nov 2026 16:00:00 GMTModelshttps://glmhandbook.dev/articles/openai-compatible-api-checklist/https://glmhandbook.dev/articles/openai-compatible-api-checklist/Test Chat Completions compatibility, streaming, tool calls, JSON, errors and versioning before swapping an LLM endpoint into production.Wed, 04 Nov 2026 16:00:00 GMTAPIshttps://glmhandbook.dev/articles/long-context-is-not-memory/https://glmhandbook.dev/articles/long-context-is-not-memory/Build better long-context LLM workflows with retrieval, evidence placement, compact state and tests that catch missed facts.Wed, 04 Nov 2026 16:00:00 GMTGuideshttps://glmhandbook.dev/articles/api-vs-local-inference-cost/https://glmhandbook.dev/articles/api-vs-local-inference-cost/Compare token-based API costs with local or rented inference using an interactive calculator and explicit workload assumptions.Wed, 04 Nov 2026 16:00:00 GMTInferencehttps://glmhandbook.dev/articles/llm-evaluation-that-catches-regressions/https://glmhandbook.dev/articles/llm-evaluation-that-catches-regressions/Create a compact LLM evaluation suite with real tasks, explicit scoring, held-out prompts and reproducible model comparisons.Wed, 04 Nov 2026 16:00:00 GMTGuides