Total runs:
609
Run Growth:
47
Growth Rate:
7.72%
Sponsored by
Vmake Labs Video Enhancer
BEE-spoke-data / Jamba-900M-doc-writer
Model's Last Updated: December 29 2025
text-generation
Introduction of Jamba-900M-doc-writer
Model Details of Jamba-900M-doc-writer
BEE-spoke-data/Jamba-900M-doc-writer
to test it out, try this notebook
This model produces long, surprisingly coherent output that extends some input text; you can see an example here , which is a generated textbook about underwater city design.
Thanks to the Jamba arch, it uses low VRAM while generating outputs: about 2.5 GB VRAM to generate 12,288 tokens.
Model description
This model is a fine-tuned version of pszemraj/jamba-900M-v0.13-KIx2 on some textbook data.
It achieves the following results on the evaluation set:
- Loss: 3.0200
- Accuracy: 0.4544
- Num Input Tokens Seen: 4940890112
Intended Uses & Limitations
- Long context generation
- It requires a rather long prompt (aka 'Introduction') to be coaxed into consistently producing long, textbook-like text
- this model itself is small, so its reasoning, knowledge, etc. is limited, but still impressive for the size (hidden size 1024)
Runs of BEE-spoke-data Jamba-900M-doc-writer on huggingface.co
34
Total runs
-2
24-hour runs
-2
3-day runs
-7
7-day runs
3
30-day runs
More Information About Jamba-900M-doc-writer huggingface.co Model
Url of Jamba-900M-doc-writer
Jamba-900M-doc-writer huggingface.co Url
Provider of Jamba-900M-doc-writer huggingface.co
Other API from BEE-spoke-data
Updated:December 29 2025
Total runs:
587
Run Growth:
107
Growth Rate:
18.23%
Total runs:
346
Run Growth:
84
Growth Rate:
24.28%
Total runs:
213
Run Growth:
26
Growth Rate:
12.21%
Total runs:
196
Run Growth:
41
Growth Rate:
20.92%
Total runs:
123
Run Growth:
-114
Growth Rate:
-92.68%
Total runs:
103
Run Growth:
12
Growth Rate:
11.65%
Total runs:
99
Run Growth:
-59
Growth Rate:
-59.60%
Total runs:
97
Run Growth:
7
Growth Rate:
7.22%
Total runs:
89
Run Growth:
-43
Growth Rate:
-48.31%
Total runs:
83
Run Growth:
14
Growth Rate:
16.87%
Total runs:
73
Run Growth:
1
Growth Rate:
1.37%
Total runs:
66
Run Growth:
36
Growth Rate:
54.55%
Total runs:
57
Run Growth:
27
Growth Rate:
47.37%
Total runs:
55
Run Growth:
26
Growth Rate:
47.27%
Total runs:
46
Run Growth:
15
Growth Rate:
32.61%
Total runs:
44
Run Growth:
12
Growth Rate:
27.27%
Total runs:
43
Run Growth:
22
Growth Rate:
51.16%
Total runs:
40
Run Growth:
19
Growth Rate:
47.50%
Total runs:
37
Run Growth:
18
Growth Rate:
48.65%
Total runs:
33
Run Growth:
0
Growth Rate:
0.00%
Total runs:
33
Run Growth:
8
Growth Rate:
24.24%
Total runs:
31
Run Growth:
17
Growth Rate:
54.84%
Total runs:
31
Run Growth:
23
Growth Rate:
74.19%
Total runs:
30
Run Growth:
10
Growth Rate:
33.33%
Total runs:
29
Run Growth:
14
Growth Rate:
48.28%
Total runs:
29
Run Growth:
14
Growth Rate:
48.28%
Total runs:
27
Run Growth:
6
Growth Rate:
22.22%
Total runs:
26
Run Growth:
12
Growth Rate:
46.15%
Total runs:
26
Run Growth:
14
Growth Rate:
53.85%
Total runs:
25
Run Growth:
-5
Growth Rate:
-20.00%
Total runs:
25
Run Growth:
6
Growth Rate:
24.00%
Total runs:
25
Run Growth:
22
Growth Rate:
88.00%
Total runs:
25
Run Growth:
10
Growth Rate:
40.00%
Total runs:
25
Run Growth:
17
Growth Rate:
68.00%
Total runs:
25
Run Growth:
12
Growth Rate:
48.00%
Total runs:
23
Run Growth:
9
Growth Rate:
39.13%
Total runs:
22
Run Growth:
13
Growth Rate:
59.09%
Total runs:
20
Run Growth:
-4
Growth Rate:
-20.00%
Total runs:
17
Run Growth:
3
Growth Rate:
17.65%
Total runs:
16
Run Growth:
0
Growth Rate:
0.00%
Total runs:
16
Run Growth:
0
Growth Rate:
0.00%
Total runs:
16
Run Growth:
-1
Growth Rate:
-6.25%
Total runs:
11
Run Growth:
3
Growth Rate:
27.27%
Total runs:
10
Run Growth:
3
Growth Rate:
30.00%
Total runs:
9
Run Growth:
1
Growth Rate:
11.11%
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:
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:
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:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%