CharlieFRuan
commited on
Commit
•
da1f4a1
1
Parent(s):
c17a382
Upload README.md with huggingface_hub
Browse files
README.md
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: mlc-llm
|
3 |
+
base_model: NousResearch/Hermes-3-Llama-3.1-8B
|
4 |
+
tags:
|
5 |
+
- mlc-llm
|
6 |
+
- web-llm
|
7 |
+
---
|
8 |
+
|
9 |
+
# Hermes-3-Llama-3.1-8B-q3f16_1-MLC
|
10 |
+
|
11 |
+
This is the [Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B) model in MLC format `q3f16_1`.
|
12 |
+
The model can be used for projects [MLC-LLM](https://github.com/mlc-ai/mlc-llm) and [WebLLM](https://github.com/mlc-ai/web-llm).
|
13 |
+
|
14 |
+
## Example Usage
|
15 |
+
|
16 |
+
Here are some examples of using this model in MLC LLM.
|
17 |
+
Before running the examples, please install MLC LLM by following the [installation documentation](https://llm.mlc.ai/docs/install/mlc_llm.html#install-mlc-packages).
|
18 |
+
|
19 |
+
### Chat
|
20 |
+
|
21 |
+
In command line, run
|
22 |
+
```bash
|
23 |
+
mlc_llm chat HF://mlc-ai/Hermes-3-Llama-3.1-8B-q3f16_1-MLC
|
24 |
+
```
|
25 |
+
|
26 |
+
### REST Server
|
27 |
+
|
28 |
+
In command line, run
|
29 |
+
```bash
|
30 |
+
mlc_llm serve HF://mlc-ai/Hermes-3-Llama-3.1-8B-q3f16_1-MLC
|
31 |
+
```
|
32 |
+
|
33 |
+
### Python API
|
34 |
+
|
35 |
+
```python
|
36 |
+
from mlc_llm import MLCEngine
|
37 |
+
|
38 |
+
# Create engine
|
39 |
+
model = "HF://mlc-ai/Hermes-3-Llama-3.1-8B-q3f16_1-MLC"
|
40 |
+
engine = MLCEngine(model)
|
41 |
+
|
42 |
+
# Run chat completion in OpenAI API.
|
43 |
+
for response in engine.chat.completions.create(
|
44 |
+
messages=[{"role": "user", "content": "What is the meaning of life?"}],
|
45 |
+
model=model,
|
46 |
+
stream=True,
|
47 |
+
):
|
48 |
+
for choice in response.choices:
|
49 |
+
print(choice.delta.content, end="", flush=True)
|
50 |
+
print("\n")
|
51 |
+
|
52 |
+
engine.terminate()
|
53 |
+
```
|
54 |
+
|
55 |
+
## Documentation
|
56 |
+
|
57 |
+
For more information on MLC LLM project, please visit our [documentation](https://llm.mlc.ai/docs/) and [GitHub repo](http://github.com/mlc-ai/mlc-llm).
|