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OpenMOSS · Llama Scope: SAEs for Llama-3.1-8B
Llama3.1-8B (Base)
Residual Stream
31-LLAMASCOPE-RES-32K
21311
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MODEL
31-llamascope-res-32k
Source/SAE
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Explanations
financial transactions and business operations
oai_token-act-pair · gpt-4o-mini
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AutoInterp Type
claude-4-5-haiku
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Top Features by Cosine Similarity
Comparing With
LLAMA3.1-8B @ 31-llamascope-res-32k
Configuration
fnlp/Llama3_1-8B-Base-LXR-8x/Llama3_1-8B-Base-L31R-8x
How To Load
Prompts (Dashboard)
24,576 prompts, 128 tokens each
Dataset (Dashboard)
cerebras/SlimPajama-627B
Features
32,768
Data Type
bfloat16
Hook Name
blocks.31.hook_resid_post
Hook Layer
31
Architecture
jumprelu
Context Size
1,024
Dataset
cerebras/SlimPajama-627B
Activation Function
relu
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Negative Logits
Hoff
-0.14
CC
-0.13
Ness
-0.13
cheid
-0.13
GG
-0.13
HH
-0.13
ICODE
-0.13
(CC
-0.13
MCC
-0.12
ICAST
-0.12
POSITIVE LOGITS
SR
0.79
LR
0.75
VR
0.73
NR
0.73
XR
0.70
MR
0.69
SR
0.68
JR
0.66
WR
0.65
CR
0.64
Act
ivations
Density 0.310%
Test
Steer
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No Known Activations