Total runs:
421
Run Growth:
386
Growth Rate:
91.69%
Sponsored by
Vmake Labs Video Enhancer
Delta-Vector / GLM-4-32B-Tulu-Instruct
Model's Last Updated: July 11 2025
text-generation
Introduction of GLM-4-32B-Tulu-Instruct
Model Details of GLM-4-32B-Tulu-Instruct
Promise I will never go blonde like Kanye
Overview
Didn't really have any cool README ideas for this so we're just going with just whatever song i'm listening to rn and it happened to be
Baby i'm bleeding
Nevertheless, This is a finetune from the 32K context extended (or fixed?) Arcee GLM4 base - Trained shrimply with just the Tulu-SFT-Mixture but I removed Safety alignment examples. Came out pretty well, It uses chatML due to the GLM4 Format giving me a headache. It's a decently competant assistant although I haven't done any testing on how well the model performs at longer-contexts, nor have i done any RL afterwards to fix up it's edges.
Think it should be a decent base for any future finetunes, I felt that GLM4 really wasn't given the proper time of day and it's a way better base then any Qwen3 model.
Quants
GGUF: https://huggingface.co/mradermacher/GLM-Tulu-ChatML-GGUF
Imatrix GGUF: https://huggingface.co/mradermacher/GLM-Tulu-ChatML-i1-GGUF
Prompting
The model was trained with ChatML formatting
"""<|im_start|>system
system prompt<|im_end|>
<|im_start|>user
Hi there!<|im_end|>
<|im_start|>assistant
Nice to meet you!<|im_end|>
<|im_start|>user
Can I ask a question?<|im_end|>
<|im_start|>assistant
"""
Configs
WandB : https://wandb.ai/new-eden/Training-A100/runs/05kktve8?nw=nwuserdeltavector
This train took 15 hours on 8xB200s provided by Deepinfra and Cognitive Computations, Config is linked in the WandB
Credits
Thank you to Lucy, Auri, NyxKrage, Creators of the Tulu-SFT-Mix and everyone at Anthracite & Allura
Runs of Delta-Vector GLM-4-32B-Tulu-Instruct on huggingface.co
27
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
9
30-day runs
More Information About GLM-4-32B-Tulu-Instruct huggingface.co Model
Url of GLM-4-32B-Tulu-Instruct
GLM-4-32B-Tulu-Instruct huggingface.co Url
Provider of GLM-4-32B-Tulu-Instruct huggingface.co
Other API from Delta-Vector
Updated:September 28 2025
Total runs:
322
Run Growth:
0
Growth Rate:
0.00%
Total runs:
206
Run Growth:
0
Growth Rate:
0.00%
Total runs:
184
Run Growth:
105
Growth Rate:
57.07%
Total runs:
144
Run Growth:
0
Growth Rate:
0.00%
Total runs:
106
Run Growth:
0
Growth Rate:
0.00%
Total runs:
98
Run Growth:
49
Growth Rate:
50.00%
Total runs:
96
Run Growth:
63
Growth Rate:
65.63%
Total runs:
91
Run Growth:
58
Growth Rate:
63.74%
Total runs:
89
Run Growth:
12
Growth Rate:
13.48%
Total runs:
89
Run Growth:
0
Growth Rate:
0.00%
Total runs:
89
Run Growth:
70
Growth Rate:
78.65%
Total runs:
87
Run Growth:
80
Growth Rate:
91.95%
Total runs:
75
Run Growth:
12
Growth Rate:
16.00%
Total runs:
75
Run Growth:
-29
Growth Rate:
-38.67%
Total runs:
74
Run Growth:
0
Growth Rate:
0.00%
Total runs:
68
Run Growth:
0
Growth Rate:
0.00%
Total runs:
64
Run Growth:
13
Growth Rate:
20.31%
Total runs:
64
Run Growth:
0
Growth Rate:
0.00%
Total runs:
61
Run Growth:
0
Growth Rate:
0.00%
Total runs:
57
Run Growth:
0
Growth Rate:
0.00%
Total runs:
57
Run Growth:
0
Growth Rate:
0.00%
Total runs:
54
Run Growth:
0
Growth Rate:
0.00%
Total runs:
48
Run Growth:
32
Growth Rate:
66.67%
Total runs:
47
Run Growth:
0
Growth Rate:
0.00%
Total runs:
45
Run Growth:
6
Growth Rate:
13.33%
Total runs:
44
Run Growth:
0
Growth Rate:
0.00%
Total runs:
43
Run Growth:
36
Growth Rate:
83.72%
Total runs:
42
Run Growth:
19
Growth Rate:
45.24%
Total runs:
40
Run Growth:
0
Growth Rate:
0.00%
Total runs:
37
Run Growth:
12
Growth Rate:
32.43%
Total runs:
36
Run Growth:
24
Growth Rate:
66.67%
Total runs:
35
Run Growth:
8
Growth Rate:
22.86%
Total runs:
35
Run Growth:
0
Growth Rate:
0.00%
Total runs:
35
Run Growth:
0
Growth Rate:
0.00%
Total runs:
34
Run Growth:
6
Growth Rate:
17.65%
Total runs:
33
Run Growth:
24
Growth Rate:
72.73%
Total runs:
33
Run Growth:
0
Growth Rate:
0.00%
Total runs:
32
Run Growth:
0
Growth Rate:
0.00%
Total runs:
31
Run Growth:
0
Growth Rate:
0.00%
Total runs:
31
Run Growth:
0
Growth Rate:
0.00%
Total runs:
30
Run Growth:
-18
Growth Rate:
-60.00%
Total runs:
30
Run Growth:
0
Growth Rate:
0.00%
Total runs:
30
Run Growth:
0
Growth Rate:
0.00%
Total runs:
29
Run Growth:
20
Growth Rate:
68.97%
Total runs:
28
Run Growth:
15
Growth Rate:
55.56%
Total runs:
27
Run Growth:
-13
Growth Rate:
-48.15%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
26
Run Growth:
-5
Growth Rate:
-19.23%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
26
Run Growth:
17
Growth Rate:
65.38%
Total runs:
25
Run Growth:
0
Growth Rate:
0.00%
Total runs:
24
Run Growth:
0
Growth Rate:
0.00%
Total runs:
24
Run Growth:
17
Growth Rate:
70.83%
Total runs:
24
Run Growth:
0
Growth Rate:
0.00%
Total runs:
23
Run Growth:
0
Growth Rate:
0.00%
Total runs:
23
Run Growth:
0
Growth Rate:
0.00%
Total runs:
23
Run Growth:
0
Growth Rate:
0.00%
Total runs:
23
Run Growth:
17
Growth Rate:
73.91%
Total runs:
23
Run Growth:
-133
Growth Rate:
-578.26%
Total runs:
22
Run Growth:
0
Growth Rate:
0.00%
Total runs:
22
Run Growth:
0
Growth Rate:
0.00%
Total runs:
22
Run Growth:
0
Growth Rate:
0.00%
Total runs:
22
Run Growth:
0
Growth Rate:
0.00%
Total runs:
22
Run Growth:
-19
Growth Rate:
-86.36%
Total runs:
22
Run Growth:
13
Growth Rate:
59.09%
Total runs:
22
Run Growth:
15
Growth Rate:
68.18%
Total runs:
22
Run Growth:
12
Growth Rate:
54.55%
Total runs:
21
Run Growth:
15
Growth Rate:
78.95%
Total runs:
21
Run Growth:
0
Growth Rate:
0.00%
Total runs:
20
Run Growth:
13
Growth Rate:
65.00%
Total runs:
20
Run Growth:
7
Growth Rate:
35.00%
Total runs:
20
Run Growth:
0
Growth Rate:
0.00%
Total runs:
20
Run Growth:
8
Growth Rate:
40.00%