初始化项目，由ModelHub XC社区提供模型

Model: nightmedia/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x-q8-mlx
Source: Original Platform

README.md

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+---
+license: apache-2.0
+base_model: DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x
+language:
+- en
+pipeline_tag: text-generation
+tags:
+- merge
+- programming
+- code generation
+- code
+- coding
+- coder
+- chat
+- brainstorm
+- qwen
+- qwen3
+- qwencoder
+- brainstorm20x
+- esper
+- esper-3
+- valiant
+- valiant-labs
+- qwen-3
+- qwen-3-4b
+- 4b
+- reasoning
+- code-instruct
+- python
+- javascript
+- dev-ops
+- jenkins
+- terraform
+- scripting
+- powershell
+- azure
+- aws
+- gcp
+- cloud
+- problem-solving
+- architect
+- engineer
+- developer
+- creative
+- analytical
+- expert
+- rationality
+- conversational
+- instruct
+- mlx
+datasets:
+- sequelbox/Titanium2.1-DeepSeek-R1
+- sequelbox/Tachibana2-DeepSeek-R1
+- sequelbox/Raiden-DeepSeek-R1
+library_name: mlx
+---
+
+# Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x-q8-mlx
+
+This model [Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x-q8-mlx](https://huggingface.co/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x-q8-mlx) was
+converted to MLX format from [DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x](https://huggingface.co/DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x)
+using mlx-lm version **0.26.0**.
+
+## Use with mlx
+
+```bash
+pip install mlx-lm
+```
+
+```python
+from mlx_lm import load, generate
+
+model, tokenizer = load("Qwen3-Esper3-Reasoning-CODER-Instruct-6B-Brainstorm20x-q8-mlx")
+
+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)
+```