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Baichuan 2-7B

ECI#236
96
Baichuan
Sep. 20, 2023
Open weights

Baichuan 2-7B is an open-weights model from Baichuan, released September 20, 2023. It has an ECI score of 96 and ranks 236th of 249 tracked models. At the time of its release, it ranked 19th of 26 tracked models.

Input price—
Output price—
Parameters7.0e9
Training compute1.1e23 FLOP

Baichuan 2-7B vs select alternatives

Reasoning
DomainBenchmark
Baichuan 2-7B
Baichuan
Sep. 20, 2023
Open weights
Baichuan1-7B
Baichuan
Jun. 1, 2023
Open weights
Baichuan2-13B
Baichuan
Sep. 6, 2023
Open weights
DeepSeek Coder 33B
DeepSeek
Nov. 2, 2023
Open weights
ECI scoreBest score 166
969010396
Ranking#236#244#228#237
Conceptual reasoning
BBHBest score 89.2%
41.6%
32.5%
49.0%
n/a
Language understanding
LAMBADABest score 87.2%
73.3%
n/a
74.0%
n/a
BoolQBest score 91.2%
63.2%
n/a
67.0%
n/a
HellaSwagBest score 95.3%
68.0%
n/a
70.8%
n/a
Mathematics
GSM8KBest score 94.5%
24.6%
9.2%
52.8%
35.4%
Science
ARC AI2Best score 95.3%
32.5%
n/a
38.0%
42.2%
World knowledge
MMLUBest score 88.1%
54.2%
42.3%
59.2%
39.4%

Model metadata

General
OrganizationBaichuan
Release dateSep. 20, 2023
Model accessibilityOpen weights
CountryChina
Knowledge cutoffUnknown
Provider notesBaichuan 2: Open Large-scale Language Models
Pricing
Input price—
Output price—
Training
Parameters7.0e9
Training compute1.1e23 FLOP
Training hardwareNVIDIA A800 PCIe 40 GB
Training timeUnknown
Training dataset size2.6e12 datapoints