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src_write_norm
float32
src_grad_align
float32
src_attr_to_recv
float32
abs_src_attr_to_recv
float32
recv_input_norm
float32
frac_of_recv_input
float32
src_grad_norm
float32
recv_grad_norm
float32
layer_gap
float32
src_layer_frac
float32
recv_layer_frac
float32
src_is_mlp
float32
recv_is_mlp
float32
src_head_frac
float32
recv_head_frac
float32
attn_recv_to_src_pos
float32
cosine_src_recv
float32
logp_entropy
float32
seq_len
float32
src_to_recv_resid_cos
float32
kl
float64
s_layer
int64
s_head
int64
s_mlp
int64
m_layer
int64
m_head
int64
m_mlp
int64
pair_idx
int64
domain
large_string
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End of preview. Expand in Data Studio

Direct Edge-Damage Effects (prompt-only edge interventions)

Exact prompt-only direct edge-blocking effects in transformer LMs, paired with cheap forward/backward signals, for amortized causal intervention-effect prediction at edge granularity without clean/corrupt prompt pairs.

The intervention unit is a directed computational edge e = source -> receiver (e.g. the contribution of attention head 7 to head 18's input). For each prompt x we directly remove the source's contribution to the receiver's input only -- leaving the source available to every other downstream component -- and record the exact KL divergence between the full and intervened next-token distributions,

y_A(e, x) = KL( p_full(.|x) || p_edge_blocked(.|x) ),

together with the source's residual-write norm, first-order edge attribution, receiver-input share, gradient norms, and structural descriptors.

This is a different label from the sibling dataset almogtavor/amortized-causal-intervention-effects (clean/corrupt path patching): here no corrupt prompt is needed, so the label is defined on arbitrary text (web / code / math / dialogue / QA / long-context), and the goal is a scalable pretraining signal for general-purpose, prompt-level mechanistic interpretability.

Configs

  • *__A -- single-edge direct-KL damage. Columns: the 20 cheap features + kl (label) + edge identity (s_*, m_*) + pair_idx, domain.
  • *__B -- circuit-conditioned marginal direct-KL. A circuit state masks which edges are kept; columns add circuit_density, action (0=remove/1=add), kl_C (KL of the current circuit to full), and y_marginal (the label: full-referenced marginal KL change from the action).

A columns

  • src_write_norm: ||source residual write|| at the last token
  • src_attr_to_recv = dr_S . grad(receiver input): first-order edge attribution
  • frac_of_recv_input = ||dr_S|| / ||receiver input||
  • kl: label -- exact direct edge-block KL(full||blocked)
  • s_layer/s_head/s_mlp, m_layer/m_head/m_mlp: source / receiver identity
  • domain: prompt domain (web/code/math/dialogue/qa/longctx/ioi/induction)

B columns

  • circuit_density: fraction of candidate edges currently kept
  • action: 0 = remove the edge from the circuit, 1 = add it
  • kl_C: KL(full || current circuit)
  • y_marginal: label -- removal: KL(full||C{e})-KL(full||C); addition: KL(full||C)-KL(full||C+{e})
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