Amegilla (@amegillaAI)

Training a LoRA with Unsloth on DGX Spark

Having done a long detour through manually reviewing and finessing my training data, this weekend I was finally ready to train the LoRAs for my poster generation project. I have two planned: One to g

Apr 5 · 13 min readsparktastic.hashnode.dev

Qwen3-VL image analysis using vLLM on DGX Spark

I'm at the stage with my poster generation project where I am analysing poster images to create training data. It turns out that vLLM is an excellent inference engine for this use case due to its supp

Mar 19 · 5 min readsparktastic.hashnode.dev

Setting up a local coding assistant on DGX Spark (4 months and still trying)

Coding with a local AI was something I was looking forward to when I bought my DGX Spark. I work alongside an Agentic Engineering specialist, so I’m well aware of how this can accelerate coding (and slow it down, depending on what practices you adopt...

Feb 18 · 5 min readsparktastic.hashnode.dev

Alright then...adding vLLM to the mix

A few months ago I started using my DGX Spark, and coming in with minimal experience of running local models, I wanted a simple and easy to understand inference engine (as I wrote in this article). Plus I could see the experts on the DGX Spark user g...

Feb 14 · 4 min readsparktastic.hashnode.dev

Running multimodal GLM4.6V Flash on DGX Spark

I’m working on a poster generation project with a plan to train a model on typesetting layouts. To do this I am extracting example layouts from poster images using the multimodal model GLM4.6V Flash. It turns out this model is a little temperamental ...

Feb 6 · 7 min readsparktastic.hashnode.dev

Amegilla

About

Available for

Amegilla's blogs

Training a LoRA with Unsloth on DGX Spark

Qwen3-VL image analysis using vLLM on DGX Spark

Setting up a local coding assistant on DGX Spark (4 months and still trying)

Alright then...adding vLLM to the mix

Running multimodal GLM4.6V Flash on DGX Spark

Amegilla

About

Available for

Amegilla's blogs

Training a LoRA with Unsloth on DGX Spark

Qwen3-VL image analysis using vLLM on DGX Spark

Setting up a local coding assistant on DGX Spark (4 months and still trying)

Alright then...adding vLLM to the mix

Running multimodal GLM4.6V Flash on DGX Spark

Amegilla

About

Available for

Amegilla's blogs

Training a LoRA with Unsloth on DGX Spark

Qwen3-VL image analysis using vLLM on DGX Spark

Setting up a local coding assistant on DGX Spark (4 months and still trying)

Alright then...adding vLLM to the mix

Running multimodal GLM4.6V Flash on DGX Spark

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Amegilla

About

Available for

Amegilla's blogs

Training a LoRA with Unsloth on DGX Spark

Qwen3-VL image analysis using vLLM on DGX Spark

Setting up a local coding assistant on DGX Spark (4 months and still trying)

Alright then...adding vLLM to the mix

Running multimodal GLM4.6V Flash on DGX Spark