Update README.md

README.md

@@ -50,8 +50,6 @@ tags:
 
 **Jan-v3-4B-base-instruct** is a 4B-parameter model obtained via post-training distillation from a larger teacher, transferring capabilities while preserving general-purpose performance on standard benchmarks. The result is a compact, ownable base that is straightforward to fine-tune, broadly applicable and minimizing the usual capacity–capability trade-offs. 
 
-Building on this base, **Jan-Code**, a code-tuned variant, **will be released soon.**
-
 ## Model Overview
 
 > **Note:** Jan-v3-4B-base-instruct inherits its core architecture from **Qwen/Qwen3-4B-Instruct-2507**.
@@ -81,7 +79,7 @@ Jan-v3 demo is hosted on **Jan Browser** at **[chat.jan.ai](https://chat.jan.ai/
 
 **Using vLLM:**
 ```bash
-vllm serve janhq/Jan-v3-4B-base-instruct \
+vllm serve megabytes/Jan-v3-4B-base-instruct-heretic \
     --host 0.0.0.0 \
     --port 1234 \
     --enable-auto-tool-choice \
@@ -89,9 +87,9 @@ vllm serve janhq/Jan-v3-4B-base-instruct \
     
 ```
 
-**Using llama.cpp:**
+**Using llama.cpp:** (Use a quantized version of this)
 ```bash
-llama-server --model Jan-v3-4B-base-instruct-Q8_0.gguf \
+llama-server --model Jan-v3-4B-base-instruct-heretic-Q8_0.gguf \
     --host 0.0.0.0 \
     --port 1234 \
     --jinja \