Total runs:
471
Run Growth:
440
Growth Rate:
93.42%
Sponsored by
ThumbnailCreator.com
blockblockblock / LFM2.5-8B-A1B-uncensored-abliterated
Model's Last Updated: May 31 2026
text-generation
Introduction of LFM2.5-8B-A1B-uncensored-abliterated
Model Details of LFM2.5-8B-A1B-uncensored-abliterated
LFM2.5-8B-A1B-uncensored-abliterated
AdvBench:
| refusals (n=100) | |
|---|---|
| original | 39/100 |
| this | 0/100 |
Method
- Dual-path abliteration targeting LFM2.5 hybrid architecture (18 conv + 6 attention layers)
- 50 modules modified across all 24 layers (conv + attention paths)
- Refusal direction: harmful - harmless
- Per-module weights: attn=4.0, conv=3.0, ffn=2.5, in_proj=2.0
- 51 prompts for precise direction estimation
License: LFM 1.0 License
Base Model Card (LiquidAI/LFM2.5-8B-A1B)
LFM2.5-8B-A1B
LFM2.5 is a new family of hybrid models designed for on-device deployment. It builds on the LFM2 architecture with extended pre-training and reinforcement learning.
- On-device personal assistant : Designed to power real-life applications, chaining tool calls, and following complex instructions on all devices.
- Compressed performance : Competitive with much larger dense and MoE models on instruction following and agentic tasks.
- Unmatched throughput : Fastest in its size class on both CPU and GPU inference, with day-one support for llama.cpp, MLX, vLLM, and SGLang.
Find more information about LFM2.5-8B-A1B in our blog post .
Model Details
- Model size: 8B params
- Tensor type: F32 / BF16
- Architecture: Hybrid (18 conv + 6 attention layers)
- Paper: LFM2 Technical Report
License
This model uses the LFM 1.0 License .
Citation
@article{liquidAI20268BA1B,
author = {Liquid AI},
title = {LFM2.5-8B-A1B: Personal Assistant On Your Laptop},
journal = {Liquid AI Blog},
year = {2026},
note = {www.liquid.ai/blog/lfm2-5-8b-a1b},
}
@article{liquidai2025lfm2,
title = {LFM2 Technical Report},
author = {Liquid AI},
journal = {arXiv preprint arXiv:2511.23404},
year = {2025}
}
Runs of blockblockblock LFM2.5-8B-A1B-uncensored-abliterated on huggingface.co
64
Total runs
0
24-hour runs
-1
3-day runs
14
7-day runs
14
30-day runs
More Information About LFM2.5-8B-A1B-uncensored-abliterated huggingface.co Model
Url of LFM2.5-8B-A1B-uncensored-abliterated
LFM2.5-8B-A1B-uncensored-abliterated huggingface.co Url
Provider of LFM2.5-8B-A1B-uncensored-abliterated huggingface.co
Other API from blockblockblock
Updated:July 04 2026
Total runs:
382
Run Growth:
382
Growth Rate:
100.00%
Total runs:
253
Run Growth:
112
Growth Rate:
44.27%
Total runs:
202
Run Growth:
36
Growth Rate:
17.82%
Total runs:
179
Run Growth:
179
Growth Rate:
100.00%
Total runs:
157
Run Growth:
48
Growth Rate:
30.57%
Total runs:
148
Run Growth:
32
Growth Rate:
19.63%
Total runs:
140
Run Growth:
-31
Growth Rate:
-20.00%
Total runs:
96
Run Growth:
24
Growth Rate:
25.00%
Total runs:
95
Run Growth:
37
Growth Rate:
38.95%
Total runs:
92
Run Growth:
32
Growth Rate:
34.78%
Total runs:
90
Run Growth:
0
Growth Rate:
0.00%
Total runs:
69
Run Growth:
12
Growth Rate:
17.39%
Total runs:
66
Run Growth:
11
Growth Rate:
16.67%
Total runs:
64
Run Growth:
4
Growth Rate:
6.25%
Total runs:
61
Run Growth:
37
Growth Rate:
60.66%
Total runs:
60
Run Growth:
12
Growth Rate:
20.00%
Total runs:
48
Run Growth:
29
Growth Rate:
60.42%
Total runs:
43
Run Growth:
25
Growth Rate:
58.14%
Total runs:
41
Run Growth:
10
Growth Rate:
24.39%
Total runs:
40
Run Growth:
27
Growth Rate:
67.50%
Total runs:
39
Run Growth:
-9
Growth Rate:
-23.08%
Total runs:
37
Run Growth:
7
Growth Rate:
18.42%
Total runs:
36
Run Growth:
21
Growth Rate:
58.33%
Total runs:
35
Run Growth:
14
Growth Rate:
40.00%
Total runs:
34
Run Growth:
23
Growth Rate:
67.65%
Total runs:
33
Run Growth:
33
Growth Rate:
100.00%
Total runs:
33
Run Growth:
21
Growth Rate:
63.64%
Total runs:
32
Run Growth:
16
Growth Rate:
50.00%
Total runs:
32
Run Growth:
18
Growth Rate:
56.25%
Total runs:
32
Run Growth:
17
Growth Rate:
53.13%
Total runs:
31
Run Growth:
19
Growth Rate:
61.29%
Total runs:
31
Run Growth:
16
Growth Rate:
51.61%
Total runs:
30
Run Growth:
15
Growth Rate:
50.00%
Total runs:
30
Run Growth:
18
Growth Rate:
60.00%
Total runs:
30
Run Growth:
17
Growth Rate:
56.67%
Total runs:
30
Run Growth:
-36
Growth Rate:
-116.13%
Total runs:
30
Run Growth:
18
Growth Rate:
60.00%
Total runs:
30
Run Growth:
17
Growth Rate:
56.67%
Total runs:
30
Run Growth:
-40
Growth Rate:
-129.03%
Total runs:
30
Run Growth:
-10
Growth Rate:
-31.25%
Total runs:
29
Run Growth:
13
Growth Rate:
44.83%
Total runs:
29
Run Growth:
17
Growth Rate:
58.62%
Total runs:
29
Run Growth:
13
Growth Rate:
44.83%
Total runs:
28
Run Growth:
13
Growth Rate:
46.43%
Total runs:
28
Run Growth:
-7
Growth Rate:
-25.00%
Total runs:
28
Run Growth:
13
Growth Rate:
46.43%
Total runs:
28
Run Growth:
15
Growth Rate:
53.57%
Total runs:
28
Run Growth:
16
Growth Rate:
57.14%
Total runs:
28
Run Growth:
11
Growth Rate:
39.29%
Total runs:
28
Run Growth:
17
Growth Rate:
60.71%
Total runs:
27
Run Growth:
12
Growth Rate:
44.44%
Total runs:
27
Run Growth:
7
Growth Rate:
25.93%
Total runs:
27
Run Growth:
15
Growth Rate:
55.56%
Total runs:
27
Run Growth:
16
Growth Rate:
59.26%
Total runs:
27
Run Growth:
10
Growth Rate:
37.04%
Total runs:
27
Run Growth:
16
Growth Rate:
59.26%
Total runs:
26
Run Growth:
-20
Growth Rate:
-71.43%
Total runs:
26
Run Growth:
6
Growth Rate:
23.08%
Total runs:
26
Run Growth:
10
Growth Rate:
38.46%
Total runs:
25
Run Growth:
8
Growth Rate:
33.33%
Total runs:
24
Run Growth:
10
Growth Rate:
43.48%
Total runs:
23
Run Growth:
8
Growth Rate:
34.78%
Total runs:
23
Run Growth:
-10
Growth Rate:
-43.48%
Total runs:
23
Run Growth:
8
Growth Rate:
34.78%
Total runs:
23
Run Growth:
9
Growth Rate:
39.13%
Total runs:
23
Run Growth:
-10
Growth Rate:
-43.48%
Total runs:
23
Run Growth:
-10
Growth Rate:
-43.48%
Total runs:
23
Run Growth:
8
Growth Rate:
34.78%
Total runs:
22
Run Growth:
-2
Growth Rate:
-9.09%
Total runs:
22
Run Growth:
9
Growth Rate:
40.91%
Total runs:
22
Run Growth:
10
Growth Rate:
45.45%
Total runs:
22
Run Growth:
7
Growth Rate:
31.82%
Total runs:
22
Run Growth:
5
Growth Rate:
22.73%
Total runs:
22
Run Growth:
7
Growth Rate:
31.82%
Total runs:
22
Run Growth:
6
Growth Rate:
27.27%
Total runs:
22
Run Growth:
4
Growth Rate:
18.18%
Total runs:
21
Run Growth:
9
Growth Rate:
42.86%
Total runs:
21
Run Growth:
9
Growth Rate:
42.86%
Total runs:
21
Run Growth:
8
Growth Rate:
38.10%
Total runs:
21
Run Growth:
2
Growth Rate:
9.52%
Total runs:
21
Run Growth:
4
Growth Rate:
19.05%
Total runs:
21
Run Growth:
-14
Growth Rate:
-66.67%
Total runs:
21
Run Growth:
8
Growth Rate:
38.10%
Total runs:
21
Run Growth:
11
Growth Rate:
52.38%
Total runs:
21
Run Growth:
3
Growth Rate:
14.29%
Total runs:
21
Run Growth:
9
Growth Rate:
42.86%
Total runs:
21
Run Growth:
5
Growth Rate:
23.81%
Total runs:
20
Run Growth:
4
Growth Rate:
20.00%
Total runs:
20
Run Growth:
4
Growth Rate:
20.00%
Total runs:
20
Run Growth:
5
Growth Rate:
25.00%
Total runs:
20
Run Growth:
7
Growth Rate:
35.00%
Total runs:
20
Run Growth:
7
Growth Rate:
35.00%
Total runs:
20
Run Growth:
6
Growth Rate:
30.00%
Total runs:
20
Run Growth:
7
Growth Rate:
35.00%
Total runs:
20
Run Growth:
4
Growth Rate:
20.00%
Total runs:
20
Run Growth:
2
Growth Rate:
10.00%
Total runs:
20
Run Growth:
9
Growth Rate:
42.86%