Total runs:
8.1K
Run Growth:
70
Growth Rate:
0.87%
Sponsored by
APIMart
maywell / Synatra-7B-v0.3-base
Model's Last Updated: October 29 2023
text-generation
Introduction of Synatra-7B-v0.3-base
Model Details of Synatra-7B-v0.3-base
Synatra-7B-v0.3-base๐ง
Support Me
์๋ํธ๋ผ๋ ๊ฐ์ธ ํ๋ก์ ํธ๋ก, 1์ธ์ ์์์ผ๋ก ๊ฐ๋ฐ๋๊ณ ์์ต๋๋ค. ๋ชจ๋ธ์ด ๋ง์์ ๋์
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License
This model is strictly non-commercial ( cc-by-nc-4.0 ) use only. The "Model" is completely free (ie. base model, derivates, merges/mixes) to use for non-commercial purposes as long as the the included cc-by-nc-4.0 license in any parent repository, and the non-commercial use statute remains, regardless of other models' licences. The licence can be changed after new model released. If you are to use this model for commercial purpose, Contact me.
Model Details
Base Model
mistralai/Mistral-7B-Instruct-v0.1
Trained On
A6000 48GB * 8
Instruction format
It follows ChatML format and Alpaca(No-Input) format.
TODO
-
RP ๊ธฐ๋ฐ ํ๋ ๋ชจ๋ธ ์ ์ -
๋ฐ์ดํฐ์ ์ ์ - ์ธ์ด ์ดํด๋ฅ๋ ฅ ๊ฐ์
-
์์ ๋ณด์ - ํ ํฌ๋์ด์ ๋ณ๊ฒฝ
Model Benchmark
Ko-LLM-Leaderboard
On Benchmarking...
Implementation Code
Since, chat_template already contains insturction format above. You can use the code below.
from transformers import AutoModelForCausalLM, AutoTokenizer
device = "cuda" # the device to load the model onto
model = AutoModelForCausalLM.from_pretrained("maywell/Synatra-7B-v0.3-base")
tokenizer = AutoTokenizer.from_pretrained("maywell/Synatra-7B-v0.3-base")
messages = [
{"role": "user", "content": "๋ฐ๋๋๋ ์๋ ํ์์์ด์ผ?"},
]
encodeds = tokenizer.apply_chat_template(messages, return_tensors="pt")
model_inputs = encodeds.to(device)
model.to(device)
generated_ids = model.generate(model_inputs, max_new_tokens=1000, do_sample=True)
decoded = tokenizer.batch_decode(generated_ids)
print(decoded[0])
Runs of maywell Synatra-7B-v0.3-base on huggingface.co
832
Total runs
0
24-hour runs
40
3-day runs
79
7-day runs
-34
30-day runs
More Information About Synatra-7B-v0.3-base huggingface.co Model
Url of Synatra-7B-v0.3-base
Synatra-7B-v0.3-base huggingface.co Url
Provider of Synatra-7B-v0.3-base huggingface.co
Other API from maywell
Updated:November 21 2023
Total runs:
905
Run Growth:
-25
Growth Rate:
-2.76%
Total runs:
903
Run Growth:
563
Growth Rate:
61.73%
Total runs:
897
Run Growth:
-45
Growth Rate:
-5.02%
Total runs:
893
Run Growth:
-48
Growth Rate:
-5.38%
Total runs:
826
Run Growth:
-28
Growth Rate:
-3.39%
Total runs:
825
Run Growth:
-42
Growth Rate:
-5.09%
Total runs:
185
Run Growth:
0
Growth Rate:
0.00%
Total runs:
137
Run Growth:
40
Growth Rate:
30.53%
Total runs:
129
Run Growth:
74
Growth Rate:
58.27%
Total runs:
120
Run Growth:
-352
Growth Rate:
-293.33%
Total runs:
100
Run Growth:
-306
Growth Rate:
-306.00%
Total runs:
98
Run Growth:
-309
Growth Rate:
-315.31%
Total runs:
93
Run Growth:
54
Growth Rate:
59.34%
Total runs:
91
Run Growth:
42
Growth Rate:
45.16%
Total runs:
78
Run Growth:
62
Growth Rate:
79.49%
Total runs:
71
Run Growth:
-12
Growth Rate:
-16.90%
Total runs:
61
Run Growth:
18
Growth Rate:
29.03%
Total runs:
47
Run Growth:
28
Growth Rate:
60.87%
Total runs:
44
Run Growth:
-9
Growth Rate:
-20.45%
Total runs:
40
Run Growth:
35
Growth Rate:
79.55%
Total runs:
39
Run Growth:
12
Growth Rate:
26.67%
Total runs:
24
Run Growth:
-2
Growth Rate:
-8.33%
Total runs:
16
Run Growth:
1
Growth Rate:
6.25%
Total runs:
16
Run Growth:
10
Growth Rate:
62.50%
Total runs:
16
Run Growth:
2
Growth Rate:
13.33%
Total runs:
16
Run Growth:
8
Growth Rate:
50.00%
Total runs:
15
Run Growth:
9
Growth Rate:
60.00%
Total runs:
14
Run Growth:
9
Growth Rate:
64.29%
Total runs:
13
Run Growth:
11
Growth Rate:
84.62%
Total runs:
12
Run Growth:
8
Growth Rate:
66.67%
Total runs:
11
Run Growth:
7
Growth Rate:
63.64%
Total runs:
11
Run Growth:
-17
Growth Rate:
-154.55%
Total runs:
11
Run Growth:
7
Growth Rate:
63.64%
Total runs:
10
Run Growth:
3
Growth Rate:
30.00%
Total runs:
10
Run Growth:
-8
Growth Rate:
-100.00%
Total runs:
10
Run Growth:
6
Growth Rate:
60.00%
Total runs:
10
Run Growth:
9
Growth Rate:
90.00%
Total runs:
9
Run Growth:
-5
Growth Rate:
-55.56%
Total runs:
9
Run Growth:
5
Growth Rate:
55.56%
Total runs:
9
Run Growth:
-1
Growth Rate:
-11.11%
Total runs:
7
Run Growth:
2
Growth Rate:
28.57%
Total runs:
6
Run Growth:
2
Growth Rate:
33.33%
Total runs:
6
Run Growth:
-3
Growth Rate:
-50.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%