Update README.md
Browse files
README.md
CHANGED
|
@@ -1,13 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
#Usage
|
| 2 |
|
| 3 |
<pre>
|
| 4 |
-
|
| 5 |
-
|
| 6 |
from transformers import AutoTokenizer
|
| 7 |
import transformers
|
| 8 |
import torch
|
| 9 |
|
| 10 |
-
model = "
|
| 11 |
prompt = "What is a large language model?"
|
| 12 |
|
| 13 |
tokenizer = AutoTokenizer.from_pretrained(model)
|
|
@@ -17,7 +28,7 @@ pipeline = transformers.pipeline(
|
|
| 17 |
torch_dtype=torch.float16,
|
| 18 |
device_map="auto",
|
| 19 |
)
|
| 20 |
-
|
| 21 |
sequences = pipeline(
|
| 22 |
f'<s>[INST] {prompt} [/INST]',
|
| 23 |
do_sample=True,
|
|
@@ -29,4 +40,5 @@ sequences = pipeline(
|
|
| 29 |
for seq in sequences:
|
| 30 |
print(f"Result: {seq['generated_text']}")
|
| 31 |
|
|
|
|
| 32 |
</pre>
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
datasets:
|
| 4 |
+
- Joshi-Aryan/chat_test
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
library_name: transformers
|
| 8 |
+
pipeline_tag: question-answering
|
| 9 |
+
tags:
|
| 10 |
+
- chat
|
| 11 |
+
---
|
| 12 |
#Usage
|
| 13 |
|
| 14 |
<pre>
|
| 15 |
+
|
| 16 |
+
pip install transformers accelerate
|
| 17 |
from transformers import AutoTokenizer
|
| 18 |
import transformers
|
| 19 |
import torch
|
| 20 |
|
| 21 |
+
model = "Joshi-Aryan/llama-2-7b-miniguanaco"
|
| 22 |
prompt = "What is a large language model?"
|
| 23 |
|
| 24 |
tokenizer = AutoTokenizer.from_pretrained(model)
|
|
|
|
| 28 |
torch_dtype=torch.float16,
|
| 29 |
device_map="auto",
|
| 30 |
)
|
| 31 |
+
|
| 32 |
sequences = pipeline(
|
| 33 |
f'<s>[INST] {prompt} [/INST]',
|
| 34 |
do_sample=True,
|
|
|
|
| 40 |
for seq in sequences:
|
| 41 |
print(f"Result: {seq['generated_text']}")
|
| 42 |
|
| 43 |
+
|
| 44 |
</pre>
|