Mistral-Pro is a progressive version of the original
Mistral
model, enhanced by the addition of Transformer blocks. It specializes in integrating both general language understanding and domain-specific knowledge, particularly in programming and mathematics.
Development and Training
Developed by Tencent's ARC Lab, Mistral-Pro is an 8 billion parameter model. It's an expansion of Mistral-7B, further trained on code and math corpora.
Intended Use
This model is designed for a wide range of NLP tasks, with a focus on programming, mathematics, and general language tasks. It suits scenarios requiring integration of natural and programming languages.
Performance
Mistral_Pro_8B_v0.1 showcases superior performance on a range of benchmarks. It enhances the code and math performance of Mistral. Furthermore, it matches the performance of the recently dominant model,
Gemma
.
Overall Performance on Languages, math and code tasks
Model
ARC
Hellaswag
MMLU
TruthfulQA
Winogrande
GSM8K
HumanEval
Gemma-7B
61.9
82.2
64.6
44.8
79.0
50.9
32.3
Mistral-7B
60.8
83.3
62.7
42.6
78.0
39.2
28.7
Mistral_Pro_8B_v0.1
63.2
82.6
60.6
48.3
78.9
50.6
32.9
Limitations
While Mistral-Pro addresses some limitations of previous models in the series, it may still encounter challenges specific to highly specialized domains or tasks.
Ethical Considerations
Users should be aware of potential biases in the model and use it responsibly, considering its impact on various applications.
Runs of TencentARC Mistral_Pro_8B_v0.1 on huggingface.co
217
Total runs
0
24-hour runs
-27
3-day runs
-43
7-day runs
-181
30-day runs
More Information About Mistral_Pro_8B_v0.1 huggingface.co Model
Mistral_Pro_8B_v0.1 huggingface.co is an AI model on huggingface.co that provides Mistral_Pro_8B_v0.1's model effect (), which can be used instantly with this TencentARC Mistral_Pro_8B_v0.1 model. huggingface.co supports a free trial of the Mistral_Pro_8B_v0.1 model, and also provides paid use of the Mistral_Pro_8B_v0.1. Support call Mistral_Pro_8B_v0.1 model through api, including Node.js, Python, http.
Mistral_Pro_8B_v0.1 huggingface.co is an online trial and call api platform, which integrates Mistral_Pro_8B_v0.1's modeling effects, including api services, and provides a free online trial of Mistral_Pro_8B_v0.1, you can try Mistral_Pro_8B_v0.1 online for free by clicking the link below.
TencentARC Mistral_Pro_8B_v0.1 online free url in huggingface.co:
Mistral_Pro_8B_v0.1 is an open source model from GitHub that offers a free installation service, and any user can find Mistral_Pro_8B_v0.1 on GitHub to install. At the same time, huggingface.co provides the effect of Mistral_Pro_8B_v0.1 install, users can directly use Mistral_Pro_8B_v0.1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
Mistral_Pro_8B_v0.1 install url in huggingface.co: