Total runs:
4.8K
Run Growth:
-1.2K
Growth Rate:
-25.84%
Sponsored by
APIMart
AaryanK / IQuest-Coder-V1-40B-Instruct-GGUF
Model's Last Updated: January 02 2026
text-generation
Introduction of IQuest-Coder-V1-40B-Instruct-GGUF
Model Details of IQuest-Coder-V1-40B-Instruct-GGUF
IQuest-Coder-V1-40B-Instruct-GGUF
Description
This repository contains GGUF format model files for IQuestLab's IQuest-Coder-V1-40B-Instruct .
IQuest-Coder-V1 is a state-of-the-art coding model built on a "code-flow" training paradigm. It captures the dynamic evolution of software logic, delivering exceptional performance on benchmarks like SWE-Bench Verified (81.4%) and BigCodeBench. This model natively supports a 128K context window .
Evaluation Results
Files & Quantization
To see the available files, please verify the Files and versions tab.
How to Run (llama.cpp)
Recommended Parameters: For coding tasks, a lower temperature is generally recommended for precision.
-
Temperature:
0.2(for code generation) or0.7(for creative explanations) -
Context:
-c(Adjust based on your VRAM/RAM. The model supports up to 128k).
CLI Example
./llama-cli -m IQuest-Coder-V1-40B-Instruct.Q4_K_M.gguf \
-c 8192 \
--temp 0.2 \
-p "User: Write a Python function to calculate the Fibonacci sequence using dynamic programming.\nAssistant:" \
-cnv
Server Example
./llama-server -m IQuest-Coder-V1-40B-Instruct.Q4_K_M.gguf \
--port 8080 \
--host 0.0.0.0 \
-c 16384 \
-ngl 99
Runs of AaryanK IQuest-Coder-V1-40B-Instruct-GGUF on huggingface.co
442
Total runs
0
24-hour runs
28
3-day runs
71
7-day runs
111
30-day runs
More Information About IQuest-Coder-V1-40B-Instruct-GGUF huggingface.co Model
Url of IQuest-Coder-V1-40B-Instruct-GGUF
IQuest-Coder-V1-40B-Instruct-GGUF huggingface.co Url
Provider of IQuest-Coder-V1-40B-Instruct-GGUF huggingface.co
Other API from AaryanK
Updated:August 13 2026
Total runs:
1.1K
Run Growth:
806
Growth Rate:
74.42%
Total runs:
993
Run Growth:
448
Growth Rate:
45.12%
Total runs:
927
Run Growth:
489
Growth Rate:
52.75%
Total runs:
839
Run Growth:
445
Growth Rate:
52.91%
Total runs:
675
Run Growth:
-131
Growth Rate:
-20.40%
Total runs:
662
Run Growth:
-605
Growth Rate:
-94.24%
Total runs:
644
Run Growth:
325
Growth Rate:
50.47%
Total runs:
593
Run Growth:
-3.1K
Growth Rate:
-517.88%
Total runs:
552
Run Growth:
-3
Growth Rate:
-0.54%
Total runs:
474
Run Growth:
105
Growth Rate:
22.15%
Total runs:
382
Run Growth:
176
Growth Rate:
46.07%
Total runs:
18
Run Growth:
13
Growth Rate:
72.22%
Total runs:
13
Run Growth:
11
Growth Rate:
84.62%
Total runs:
11
Run Growth:
0
Growth Rate:
0.00%
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:
-4
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%