Total runs:
254
Run Growth:
102
Growth Rate:
40.16%
Sponsored by
Vmake Labs Video Enhancer
ajibawa-2023 / Code-Mistral-7B
Model's Last Updated: April 26 2024
text-generation
Introduction of Code-Mistral-7B
Model Details of Code-Mistral-7B
Code-Mistral-7B
This Model is trained on refined version of my dataset Code-290k-ShareGPT .
Besides this it is trained on following datasets:
The idea was to check how this Model will perform with both Code & Maths datasets. This model is very good with Coding. Maths is still hit & miss but you can test out this model.
This Model is trained on massive datasets so the results are very good. I have used ChatML prompt format.
Kindly note this is qLoRA version, a rare exception.
GGUF & Exllama
GGUF: Link
Exllama v2: Link
Special Thanks to Bartowski for quantizing this model.
Training:
Entire dataset was trained on 4 x A100 80GB. For 3 epoch, training took almost 33 Hours. Axolotl codebase was used for training purpose. Entire data is trained on Mistral.
Example Prompt: This model uses ChatML prompt format.
<|im_start|>system
You are a helpful AI assistant.<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
You can modify above Prompt as per your requirement.
I want to say special Thanks to the Open Source community for helping & guiding me to better understand the AI/Model development.
Thank you for your love & support.
Example Output
C++
Error Resolving
Matrices
Machine Learning
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 69.97 |
| AI2 Reasoning Challenge (25-Shot) | 64.59 |
| HellaSwag (10-Shot) | 85.29 |
| MMLU (5-Shot) | 65.00 |
| TruthfulQA (0-shot) | 54.64 |
| Winogrande (5-shot) | 82.24 |
| GSM8k (5-shot) | 68.08 |
Runs of ajibawa-2023 Code-Mistral-7B on huggingface.co
81
Total runs
-2
24-hour runs
-2
3-day runs
-5
7-day runs
-12
30-day runs
More Information About Code-Mistral-7B huggingface.co Model
Url of Code-Mistral-7B
Code-Mistral-7B huggingface.co Url
Provider of Code-Mistral-7B huggingface.co
Other API from ajibawa-2023
Updated:March 04 2024
Total runs:
203
Run Growth:
46
Growth Rate:
22.66%
Total runs:
200
Run Growth:
60
Growth Rate:
30.00%
Total runs:
186
Run Growth:
71
Growth Rate:
38.17%
Total runs:
145
Run Growth:
-821
Growth Rate:
-566.21%
Total runs:
113
Run Growth:
23
Growth Rate:
20.35%
Total runs:
91
Run Growth:
20
Growth Rate:
21.98%
Total runs:
85
Run Growth:
-4
Growth Rate:
-4.71%
Total runs:
78
Run Growth:
-68
Growth Rate:
-87.18%
Total runs:
74
Run Growth:
-17
Growth Rate:
-22.97%
Total runs:
73
Run Growth:
-5
Growth Rate:
-6.85%
Total runs:
72
Run Growth:
4
Growth Rate:
5.56%
Total runs:
68
Run Growth:
-3
Growth Rate:
-4.41%
Total runs:
67
Run Growth:
-3
Growth Rate:
-4.48%
Total runs:
65
Run Growth:
-1
Growth Rate:
-1.54%
Total runs:
56
Run Growth:
18
Growth Rate:
32.14%
Total runs:
40
Run Growth:
-1
Growth Rate:
-2.50%
Total runs:
37
Run Growth:
2
Growth Rate:
5.41%
Total runs:
33
Run Growth:
6
Growth Rate:
18.18%
Total runs:
31
Run Growth:
4
Growth Rate:
12.90%