初始化项目,由ModelHub XC社区提供模型

Model: KalnRangelov/landing-page-gen-1.5b
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-13 00:07:57 +08:00
commit c2dd63dc4c
5 changed files with 121 additions and 0 deletions

38
.gitattributes vendored Normal file
View File

@@ -0,0 +1,38 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text
model-q4.gguf filter=lfs diff=lfs merge=lfs -text
model-q8.gguf filter=lfs diff=lfs merge=lfs -text
model-f16.gguf filter=lfs diff=lfs merge=lfs -text

74
README.md Normal file
View File

@@ -0,0 +1,74 @@
---
license: mit
base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct
tags:
- landing-page
- html
- css
- web-development
- distillation
- lora
- gguf
language:
- en
pipeline_tag: text-generation
---
# Landing Page Generator 1.5B
A fine-tuned Qwen2.5-Coder-1.5B model that generates complete, single-file HTML landing pages with embedded CSS.
Trained via **knowledge distillation** from DeepSeek V3 (685B) using LoRA on Apple Silicon.
## Model Variants
| File | Precision | Size | Description |
|------|-----------|------|-------------|
| `model-f16.gguf` | FP16 | 3.1 GB | Full precision, best quality |
| `model-q8.gguf` | Q8_0 | 1.6 GB | 8-bit quantized, near-identical quality |
| `model-q4.gguf` | Q4_K_M | 986 MB | 4-bit quantized, good quality, smallest |
## Usage with Ollama
1. Download a GGUF file
2. Create a `Modelfile`:
```
FROM ./model-q8.gguf
TEMPLATE """{{- if .System }}<|im_start|>system
{{ .System }}<|im_end|>
{{ end }}<|im_start|>user
{{ .Prompt }}<|im_end|>
<|im_start|>assistant
"""
PARAMETER stop "<|im_end|>"
PARAMETER temperature 0.3
SYSTEM "You are a web developer. When asked to create a landing page, output a complete single-file HTML document with embedded CSS and modern design. Use clean gradients, card layouts, and responsive design. Output only the HTML code, nothing else."
```
3. Import and run:
```bash
ollama create landing-page-gen -f Modelfile
ollama run landing-page-gen "Create a landing page for a space tourism company called Orbit Adventures"
```
## Training Details
- **Base model**: Qwen2.5-Coder-1.5B-Instruct (4-bit)
- **Teacher model**: DeepSeek V3 (685B parameters)
- **Method**: LoRA (rank 16, 0.3% of weights trainable)
- **Training data**: 500 diverse landing pages generated by DeepSeek V3
- **Training**: 600 iterations on Apple Silicon (M-series) using MLX
- **Best validation loss**: 0.218
## Training Data
The training dataset is available at [KalnRangelov/landing-page-training-data](https://huggingface.co/datasets/KalnRangelov/landing-page-training-data).
## Full Experiment
See the full experiment writeup, code, and example outputs on GitHub: [KalnRangelov/LLM-Landing-page-distillation](https://github.com/KalinRangelovRangelov/LLM-Landing-page-distillation)
## License
MIT

3
model-f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:87fab5ca363649088365a5358c84f3d91076584ab77cc28dd2073c223609ddcc
size 3093669312

3
model-q4.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ad44483f7d1e8825212e203ae9eb52452ad31b17b72153c884d64bd1c78d2d1d
size 986048448

3
model-q8.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cf69759127766baa9bbd1f120abd6bb21536690b190f70fa0218959db0f38231
size 1646572992