Total runs:
31.5K
Run Growth:
-8.5K
Growth Rate:
-26.87%
Sponsored by
APIMart
FreedomIntelligence / Apollo-2B-GGUF
Model's Last Updated: March 22 2024
text-generation
Introduction of Apollo-2B-GGUF
Model Details of Apollo-2B-GGUF
Multilingual Medicine: Model, Dataset, Benchmark, Code
Covering English, Chinese, French, Hindi, Spanish, Hindi, Arabic So far
👨🏻💻
Github
•📃
Paper
• 🌐
Demo
• 🤗
ApolloCorpus
• 🤗
XMedBench
中文
|
English
🌈 Update
- [2024.03.07] Paper released.
- [2024.02.12] ApolloCorpus and XMedBench is published！🎉
- [2024.01.23] Apollo repo is published！🎉
Results
Apollo-0.5B • 🤗 Apollo-1.8B • 🤗 Apollo-2B • 🤗 Apollo-6B • 🤗 Apollo-7B
Dataset & Evaluation
-
Dataset 🤗 ApolloCorpus
Click to expand
- Zip File
-
Data category
-
Pretrain:
-
data item:
- json_name: {data_source} {language} {data_type}.json
- data_type: medicalBook, medicalGuideline, medicalPaper, medicalWeb(from online forum), medicalWiki
- language: en(English), zh(chinese), es(spanish), fr(french), hi(Hindi)
- data_type: qa(generated qa from text)
-
data_type==text: list of string
[ "string1", "string2", ... ] -
data_type==qa: list of qa pairs(list of string)
[ [ "q1", "a1", "q2", "a2", ... ], ... ]
-
data item:
-
SFT:
- json_name: {data_source}_{language}.json
- data_type: code, general, math, medicalExam, medicalPatient
-
data item: list of qa pairs(list of string)
[ [ "q1", "a1", "q2", "a2", ... ], ... ]
-
Pretrain:
-
Evaluation 🤗 XMedBench
Click to expand
-
EN:
- MedQA-USMLE
- MedMCQA
- PubMedQA : Because the results fluctuated too much, they were not used in the paper.
-
MMLU-Medical
- Clinical knowledge, Medical genetics, Anatomy, Professional medicine, College biology, College medicine
-
ZH:
- MedQA-MCMLE
-
CMB-single
: Not used in the paper
- Randomly sample 2,000 multiple-choice questions with single answer.
-
CMMLU-Medical
- Anatomy, Clinical_knowledge, College_medicine, Genetics, Nutrition, Traditional_chinese_medicine, Virology
-
CExam
: Not used in the paper
- Randomly sample 2,000 multiple-choice questions
-
ES: Head_qa
-
FR: Frenchmedmcqa
-
HI: MMLU_HI
- Clinical knowledge, Medical genetics, Anatomy, Professional medicine, College biology, College medicine
-
AR: MMLU_Ara
- Clinical knowledge, Medical genetics, Anatomy, Professional medicine, College biology, College medicine
-
Results reproduction
Click to expand
Waiting for Update
Citation
Please use the following citation if you intend to use our dataset for training or evaluation:
@misc{wang2024apollo,
title={Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People},
author={Xidong Wang and Nuo Chen and Junyin Chen and Yan Hu and Yidong Wang and Xiangbo Wu and Anningzhe Gao and Xiang Wan and Haizhou Li and Benyou Wang},
year={2024},
eprint={2403.03640},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
Runs of FreedomIntelligence Apollo-2B-GGUF on huggingface.co
29
Total runs
0
24-hour runs
0
3-day runs
-5
7-day runs
-24
30-day runs
More Information About Apollo-2B-GGUF huggingface.co Model
Url of Apollo-2B-GGUF
Apollo-2B-GGUF huggingface.co Url
Provider of Apollo-2B-GGUF huggingface.co
Other API from FreedomIntelligence
Updated:January 17 2026
Total runs:
2.1K
Run Growth:
333
Growth Rate:
18.11%
Total runs:
1.4K
Run Growth:
769
Growth Rate:
54.81%
Total runs:
1.4K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1.3K
Run Growth:
37
Growth Rate:
2.55%
Total runs:
857
Run Growth:
109
Growth Rate:
12.54%
Total runs:
833
Run Growth:
73
Growth Rate:
8.44%
Total runs:
655
Run Growth:
449
Growth Rate:
69.18%
Total runs:
643
Run Growth:
410
Growth Rate:
63.76%
Total runs:
601
Run Growth:
0
Growth Rate:
0.00%
Total runs:
545
Run Growth:
-501
Growth Rate:
-93.30%
Total runs:
497
Run Growth:
-180
Growth Rate:
-36.07%
Total runs:
486
Run Growth:
146
Growth Rate:
30.17%
Total runs:
375
Run Growth:
4
Growth Rate:
1.07%
Total runs:
328
Run Growth:
70
Growth Rate:
20.23%
Total runs:
307
Run Growth:
177
Growth Rate:
61.67%
Total runs:
304
Run Growth:
-105
Growth Rate:
-30.70%
Total runs:
286
Run Growth:
257
Growth Rate:
93.12%
Total runs:
274
Run Growth:
126
Growth Rate:
45.99%
Total runs:
271
Run Growth:
20
Growth Rate:
7.35%
Total runs:
260
Run Growth:
-17
Growth Rate:
-5.90%
Total runs:
240
Run Growth:
-71
Growth Rate:
-30.08%
Total runs:
206
Run Growth:
146
Growth Rate:
80.22%
Total runs:
202
Run Growth:
161
Growth Rate:
79.70%
Total runs:
165
Run Growth:
57
Growth Rate:
31.67%
Total runs:
163
Run Growth:
79
Growth Rate:
49.38%
Total runs:
161
Run Growth:
114
Growth Rate:
70.81%
Total runs:
155
Run Growth:
38
Growth Rate:
24.52%
Total runs:
155
Run Growth:
-186
Growth Rate:
-119.23%
Total runs:
148
Run Growth:
89
Growth Rate:
60.96%
Total runs:
140
Run Growth:
-22
Growth Rate:
-17.60%
Total runs:
139
Run Growth:
110
Growth Rate:
79.71%
Total runs:
135
Run Growth:
47
Growth Rate:
34.81%
Total runs:
126
Run Growth:
9
Growth Rate:
6.98%
Total runs:
120
Run Growth:
112
Growth Rate:
96.55%
Total runs:
118
Run Growth:
-61
Growth Rate:
-54.95%
Total runs:
115
Run Growth:
0
Growth Rate:
0.00%
Total runs:
113
Run Growth:
-13
Growth Rate:
-12.04%
Total runs:
111
Run Growth:
0
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0.00%
Total runs:
106
Run Growth:
77
Growth Rate:
88.51%
Total runs:
103
Run Growth:
1
Growth Rate:
0.97%
Total runs:
102
Run Growth:
-131
Growth Rate:
-128.43%
Total runs:
100
Run Growth:
-182
Growth Rate:
-175.00%
Total runs:
98
Run Growth:
-73
Growth Rate:
-78.49%
Total runs:
97
Run Growth:
-214
Growth Rate:
-196.33%
Total runs:
96
Run Growth:
43
Growth Rate:
46.24%
Total runs:
88
Run Growth:
21
Growth Rate:
26.25%
Total runs:
84
Run Growth:
64
Growth Rate:
76.19%
Total runs:
76
Run Growth:
56
Growth Rate:
87.50%
Total runs:
74
Run Growth:
0
Growth Rate:
0.00%
Total runs:
73
Run Growth:
-30
Growth Rate:
-43.48%
Total runs:
69
Run Growth:
15
Growth Rate:
20.55%
Total runs:
69
Run Growth:
54
Growth Rate:
78.26%
Total runs:
68
Run Growth:
-8
Growth Rate:
-10.81%
Total runs:
66
Run Growth:
0
Growth Rate:
0.00%
Total runs:
65
Run Growth:
-103
Growth Rate:
-158.46%
Total runs:
64
Run Growth:
21
Growth Rate:
33.33%
Total runs:
64
Run Growth:
-11
Growth Rate:
-23.91%
Total runs:
62
Run Growth:
-57
Growth Rate:
-87.69%
Total runs:
57
Run Growth:
39
Growth Rate:
61.90%
Total runs:
56
Run Growth:
43
Growth Rate:
76.79%
Total runs:
55
Run Growth:
29
Growth Rate:
44.62%
Total runs:
53
Run Growth:
0
Growth Rate:
0.00%
Total runs:
50
Run Growth:
-858
Growth Rate:
-1716.00%
Total runs:
49
Run Growth:
-1
Growth Rate:
-2.04%
Total runs:
46
Run Growth:
-95
Growth Rate:
-206.52%
Total runs:
44
Run Growth:
44
Growth Rate:
100.00%
Total runs:
43
Run Growth:
15
Growth Rate:
35.71%
Total runs:
42
Run Growth:
29
Growth Rate:
63.04%
Total runs:
42
Run Growth:
14
Growth Rate:
33.33%
Total runs:
41
Run Growth:
10
Growth Rate:
23.26%
Total runs:
40
Run Growth:
-32
Growth Rate:
-78.05%
Total runs:
40
Run Growth:
8
Growth Rate:
17.78%
Total runs:
38
Run Growth:
11
Growth Rate:
32.35%
Total runs:
35
Run Growth:
11
Growth Rate:
28.21%
Total runs:
35
Run Growth:
0
Growth Rate:
0.00%
Total runs:
35
Run Growth:
0
Growth Rate:
0.00%
Total runs:
33
Run Growth:
16
Growth Rate:
53.33%
Total runs:
33
Run Growth:
19
Growth Rate:
57.58%
Total runs:
31
Run Growth:
8
Growth Rate:
23.53%
Total runs:
30
Run Growth:
25
Growth Rate:
83.33%
Total runs:
30
Run Growth:
14
Growth Rate:
43.75%
Total runs:
28
Run Growth:
13
Growth Rate:
41.94%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
25
Run Growth:
8
Growth Rate:
33.33%
Total runs:
24
Run Growth:
14
Growth Rate:
58.33%
Total runs:
24
Run Growth:
13
Growth Rate:
54.17%
Total runs:
23
Run Growth:
14
Growth Rate:
60.87%
Total runs:
22
Run Growth:
12
Growth Rate:
54.55%
Total runs:
22
Run Growth:
16
Growth Rate:
64.00%
Total runs:
22
Run Growth:
9
Growth Rate:
37.50%
Total runs:
21
Run Growth:
0
Growth Rate:
0.00%
Total runs:
21
Run Growth:
13
Growth Rate:
56.52%
Total runs:
20
Run Growth:
12
Growth Rate:
54.55%
Total runs:
19
Run Growth:
9
Growth Rate:
47.37%
Total runs:
18
Run Growth:
4
Growth Rate:
22.22%
Total runs:
17
Run Growth:
2
Growth Rate:
11.11%
Total runs:
16
Run Growth:
2
Growth Rate:
13.33%
Total runs:
15
Run Growth:
7
Growth Rate:
43.75%
Total runs:
15
Run Growth:
9
Growth Rate:
60.00%