colibrì: pure-C GLM-5.2 (744B MoE) engine with disk-streamed experts

Engine (c/glm.c): MLA attention with compressed KV, sigmoid noaux_tc router,
int8/int4/int2 quant kernels (AVX2), per-layer LRU expert cache + pinned
hot-store, batch-union MoE, native MTP speculative decoding (lossless),
multi-stop + official chat template, RAM auto-budget from MemAvailable.
Tokenizer: byte-level BPE in C. Tooling: coli CLI, disk-safe FP8→int4
converter, tiny-random oracle validation (TF 32/32, greedy 20/20).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

.gitignore

@@ -0,0 +1,23 @@
+# ambienti python / cache
+c/mio_env/
+__pycache__/
+**/__pycache__/
+*.pyc
+
+# binari compilati (si rigenerano con make / coli build)
+c/glm
+c/olmoe
+c/iobench
+c/tok_test
+
+# oracoli tiny generati (make_glm_oracle.py) e dati benchmark scaricati
+c/glm_tiny/
+c/glm_tiny_i2/
+c/glm_tiny_i4/
+c/glm_tiny_mix/
+c/bench/
+
+# pesi modello / artefatti di run
+*.safetensors
+stats*.txt
+*.log