Phonepadith commited on
Commit
da1dbd9
·
verified ·
1 Parent(s): 9d2c17e

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +50 -1
README.md CHANGED
@@ -9,4 +9,53 @@ base_model:
9
  new_version: Phonepadith/Laollm
10
  pipeline_tag: text-generation
11
  library_name: fastai
12
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9
  new_version: Phonepadith/Laollm
10
  pipeline_tag: text-generation
11
  library_name: fastai
12
+ ---
13
+
14
+ # 🧠 SEALLM-7B Lao Chat — Fine-tuned on AIDC-5K (Q8 GGUF)
15
+
16
+ This is a **Lao language chat model** based on [`Qwen/Qwen1.5-7B`](https://huggingface.co/Qwen/Qwen1.5-7B), fine-tuned on the **AIDC 5K Lao prompt-completion dataset**, and exported to **GGUF format** with **Q8_0 quantization** for fast inference using `llama.cpp`, `LM Studio`, or `Ollama`.
17
+
18
+ ---
19
+
20
+ ## 🧾 Model Summary
21
+
22
+ | Feature | Details |
23
+ |----------------------|----------------------------------------------|
24
+ | Base Model | [Qwen1.5-7B](https://huggingface.co/Qwen/Qwen1.5-7B) |
25
+ | Fine-tuned By | [Phonepadith Phoummavong](https://huggingface.co/Phonepadith) |
26
+ | Language | Lao (lo) |
27
+ | Dataset | AIDC 5K Lao Prompt-Completion Dataset |
28
+ | Quantization | Q8_0 (8-bit, GGUF) |
29
+ | Format | GGUF |
30
+ | File Name | `seallm-7b-lao-finetuned-lora-q8.gguf` |
31
+ | Size (est.) | ~3–5 GB |
32
+ | License | apache-2.0 |
33
+
34
+ ---
35
+
36
+ ## 💡 Use Cases
37
+
38
+ - Lao chatbots or digital assistants
39
+ - Cultural and educational tools in Lao
40
+ - Research on low-resource language modeling
41
+ - Lao-native prompt generation and dialogue completion
42
+
43
+ ---
44
+
45
+ ## 📥 How to Use
46
+
47
+ ### 🔸 LM Studio
48
+
49
+ 1. Download the `.gguf` model file.
50
+ 2. Open **LM Studio**.
51
+ 3. Click **"Add Local Model"**.
52
+ 4. Load `seallm-7b-lao-finetuned-lora-q8.gguf`.
53
+
54
+ ### 🔸 Ollama
55
+
56
+ 1. Place the `.gguf` file in your models directory.
57
+ 2. Create a `Modelfile`:
58
+ ```Dockerfile
59
+ FROM qwen:7b
60
+ PARAMETER quantization=q8_0
61
+