Update README.md

README.md

@@ -19,24 +19,26 @@ This model [johnsmith968530/miromind-ai-MiroThinker-v1.0-8B-MLX-8bit](https://hu
 converted to MLX format from [miromind-ai/MiroThinker-v1.0-8B](https://huggingface.co/miromind-ai/MiroThinker-v1.0-8B)
 using mlx-lm version **0.28.3**.
 
-## Use with mlx
-
 ```bash
-pip install mlx-lm
-```
-
-```python
-from mlx_lm import load, generate
-
-model, tokenizer = load("johnsmith968530/miromind-ai-MiroThinker-v1.0-8B-MLX-8bit")
-
-prompt = "hello"
-
-if tokenizer.chat_template is not None:
-    messages = [{"role": "user", "content": prompt}]
-    prompt = tokenizer.apply_chat_template(
-        messages, add_generation_prompt=True
-    )
-
-response = generate(model, tokenizer, prompt=prompt, verbose=True)
-```
+export MODEL1_MAJOR="miromind-ai"
+export MODEL1_MINOR="MiroThinker-v1.0-8B"
+export MODEL1_Q_BITS="8"
+export MODEL1_DTS="$(date -z UTC +%Y%m%d_%H%M%SZ)"
+
+echodo () { echo "$@" && "$@"; }
+mkdir -p /tmp/mlx/lm/convert
+
+# uv tool install -U mlx-lm
+
+echodo time mlx_lm.convert \
+  --hf-path "$MODEL1_MAJOR/$MODEL1_MINOR" \
+  --mlx-path "/tmp/mlx/lm/convert/$MODEL1_DTS" \
+  --quantize \
+  --q-bits "$MODEL1_Q_BITS" \
+  --upload-repo \
+    "johnsmith968530/$MODEL1_MAJOR-$MODEL1_MINOR-MLX-${MODEL1_Q_BITS}bit"
+
+# I tested the result using LM Studio 0.3.31
+# on a MacBook Air, 13 inch, M4, 2025 with 32 GB unified memory
+# macOS Tahoe 26.1.
+```