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AdaptiveChunking
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parity_B_ste_s2

PyTorch
Safetensors
dynamic-chunking
tokenization
hnet
byte-level
beetle-hnet
Model card Files
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 Community
suchirsalhan commited on
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1 Parent(s): 56f9904

run records: final.json, log, probes

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Files changed (50) hide show
  1. config.yaml +67 -0
  2. final.json +120 -0
  3. log.jsonl +0 -0
  4. probe/000000__de.npz +3 -0
  5. probe/000000__el.npz +3 -0
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  38. probe/000002__vi.npz +3 -0
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config.yaml ADDED
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+ model: {architecture: hnet, d_enc: 256, d_main: 512, n_enc: 2, n_dec: 2, n_main: 6,
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+ n_heads_enc: 4, n_heads_main: 8, seq_len: 1024, dropout: 0.0, target_ratio: 6.0,
3
+ max_chunk_mult: 3.0, dechunk: ste, router_noise: 0.0, rope_base: 10000.0}
4
+ memory:
5
+ ali:
6
+ budget_B: 65536
7
+ staging_capacity: 262144
8
+ policy: utility
9
+ candidate_types: [surface, split, merge, skel]
10
+ write_rule: mean
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+ eta_min: 0.0
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+ memory_scope: persistent
13
+ consolidate_every: 50
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+ max_span: 64
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+ gate: vector
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+ retrieval: true
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+ read_dropout: 0.1
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+ gate_hidden: 0
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+ type_dim: 16
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+ gate_bias_init: -2.0
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+ probe_seqs: 2
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+ probe_reps: 8
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+ horizon: 32
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+ predictor: mlp
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+ lambda_util: 0.1
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+ enabled: true
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+ inventory_kwargs: {}
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+ probe_mix: null
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+ util_batch_slots: 1024
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+ pkm: {n_keys: 256, topk: 8, heads: 1, d_key: null, value_lr_mult: 1.0}
31
+ objective: {name: parity, schedule: B, alpha: 0.03, alpha_parity_cap: 0.06, global_anchor: 0.0,
32
+ premium_clip: 4.0, premium_kind: flores_per_sent, tau1: 0.4, tau2: 0.7, freeze_scope: router,
33
+ cpc_decay: 0.9, genreg_target_entropy: null, genreg_eta: 0.05}
34
+ data: {corpus: corpus, langs: null, mixture: null, doc_filters: null, byte_classes: scratch/data/byte_classes.json}
35
+ training:
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+ seed: 2
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+ max_steps: 6000
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+ batch_size: 32
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+ grad_accum: 1
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+ lr: 0.0003
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+ min_lr_frac: 0.1
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+ warmup: 300
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+ weight_decay: 0.1
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+ grad_clip: 1.0
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+ betas: [0.9, 0.95]
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+ router_lr_mult: 1.0
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+ log_every: 50
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+ amp: bf16
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+ compile: false
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+ device: cuda
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+ checkpointing:
52
+ run_name: parity_B_ste_s2
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+ runs_dir: runs
54
+ ckpt_every: 200
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+ keep: false
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+ milestones: [1000, 3000]
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+ resume: auto
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+ evaluation:
59
+ eval_every: 200
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+ eval_batches: 8
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+ probe_sents: 128
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+ probe_bpb_batches: 4
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+ log_spaced_probe: true
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+ dense_early_every: 0
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+ dense_early_until: 0
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+ dump_reps: true
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+ dump_reps_thresholds: [0.3, 0.4, 0.5, 0.6, 0.7]
final.json ADDED
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+ {
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+ "event": "final",
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+ "run": "parity_B_ste_s2",
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+ "arch": "hnet",
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+ "objective": "parity",
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+ "condition": "B",
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+ "step": 6000,
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+ "params": 22516992,
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+ "seed": 2,
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+ "fi": {
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+ "ru": {
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+ "el": {
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+ "hi": {
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+ "ta": {
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+ "bpb_mean": 1.734766838571992,
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+ "gini_cpc": 0.1343910771829675,
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+ "transitions": [
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+ "objective": "global",
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+ "objective": "parity_a",
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+ "step": 4200,
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+ "router_trainable": false,
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+ "encoder_trainable": true,
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+ "frozen_router_params": 131584
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+ }
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+ "probe_overhead_sec_total": 0.0,
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