docs: add README with quick start and docs links

Co-Authored-By: Virgil <virgil@lethean.io>

README.md

@@ -1,3 +1,42 @@
 # go-rocm
 
-AMD ROCm GPU inference for Linux. llama.cpp + HIP backend for RDNA 3.
+AMD ROCm GPU inference for Linux via a managed llama-server subprocess. Implements the `inference.Backend` and `inference.TextModel` interfaces from go-inference for AMD RDNA 3+ GPUs (validated on RX 7800 XT with ROCm 7.2). Uses llama-server's OpenAI-compatible streaming API rather than direct HIP CGO bindings, giving access to 50+ GGUF model architectures with GPU crash isolation. Includes a GGUF v2/v3 binary metadata parser, sysfs VRAM monitoring, and model discovery. Platform-restricted: `linux/amd64` only; a safe stub compiles everywhere else.
+
+**Module**: `forge.lthn.ai/core/go-rocm`
+**Licence**: EUPL-1.2
+**Language**: Go 1.25
+
+## Quick Start
+
+```go
+import (
+    "forge.lthn.ai/core/go-inference"
+    _ "forge.lthn.ai/core/go-rocm"  // registers "rocm" backend via init()
+)
+
+// Requires llama-server compiled with HIP/ROCm on PATH
+model, err := inference.LoadModel("/path/to/model.gguf")
+defer model.Close()
+
+for tok := range model.Generate(ctx, "Hello", inference.WithMaxTokens(256)) {
+    fmt.Print(tok.Text)
+}
+```
+
+## Documentation
+
+- [Architecture](docs/architecture.md) — subprocess design rationale, inference flow, server lifecycle, GGUF parser, VRAM monitoring
+- [Development Guide](docs/development.md) — prerequisites (ROCm, llama-server build), test commands, benchmarks
+- [Project History](docs/history.md) — completed phases, commit hashes, known limitations
+
+## Build & Test
+
+```bash
+go test ./...                             # unit tests, no GPU required
+go test -tags rocm ./...                  # integration tests and benchmarks (GPU required)
+go build ./...
+```
+
+## Licence
+
+European Union Public Licence 1.2 — see [LICENCE](LICENCE) for details.