step 2000 | vovaRL | 524288000 tok
Browse files- config.json +69 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +34 -0
- training_state.json +65 -0
config.json
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{
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"architectures": [
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"HYV3ForCausalLM"
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],
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"attention_bias": false,
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| 6 |
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"attention_dropout": 0.0,
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| 7 |
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"bos_token_id": null,
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| 8 |
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"dtype": "bfloat16",
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| 9 |
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"enable_moe_fp32_combine": true,
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| 10 |
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"eos_token_id": null,
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| 11 |
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"first_k_dense_replace": 1,
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| 12 |
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"head_dim": 64,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"initializer_range": 0.006,
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"intermediate_size": 2816,
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"max_position_embeddings": 4096,
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"mlp_bias": false,
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"mlp_layer_types": [
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"dense",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse",
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"sparse"
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],
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"model_type": "hy_v3",
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"moe_intermediate_size": 512,
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"moe_router_enable_expert_bias": true,
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"moe_router_use_sigmoid": true,
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"num_attention_heads": 16,
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"num_experts": 64,
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"num_experts_per_tok": 2,
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"num_hidden_layers": 24,
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"num_key_value_heads": 4,
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"num_shared_experts": 4,
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"output_router_logits": false,
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| 56 |
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"pad_token_id": null,
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"qk_norm": true,
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| 58 |
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"rms_norm_eps": 1e-05,
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"rope_parameters": {
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"rope_theta": 1000000.0,
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"rope_type": "default"
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},
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"route_norm": true,
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| 64 |
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"router_scaling_factor": 2.826,
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| 65 |
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"tie_word_embeddings": true,
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| 66 |
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"transformers_version": "5.14.1",
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"use_cache": true,
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"vocab_size": 49152
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}
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generation_config.json
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{
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"_from_model_config": true,
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"output_attentions": false,
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"output_hidden_states": false,
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"transformers_version": "5.14.1",
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"use_cache": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a63f537b8c0d95c8af14b80281b4d5e3b0ab3ce0c478662a8e41c0a0327d1ec
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size 5167420536
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:2535d85eb5fb8bd639cc57d5c678e1819ba53fb0ce96690c2a238cee1dd18370
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| 3 |
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size 10333957008
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
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"add_prefix_space": false,
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| 3 |
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"backend": "tokenizers",
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| 4 |
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"bos_token": "<|endoftext|>",
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| 5 |
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"clean_up_tokenization_spaces": false,
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| 6 |
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"eos_token": "<|endoftext|>",
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| 7 |
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"errors": "replace",
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| 8 |
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"extra_special_tokens": [
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"<|endoftext|>",
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| 10 |
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"<|im_start|>",
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"<|im_end|>",
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| 12 |
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"<repo_name>",
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| 13 |
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"<reponame>",
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"<file_sep>",
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"<filename>",
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"<gh_stars>",
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"<issue_start>",
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"<issue_comment>",
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"<issue_closed>",
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"<jupyter_start>",
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| 21 |
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"<jupyter_text>",
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| 22 |
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"<jupyter_code>",
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| 23 |
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"<jupyter_output>",
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"<jupyter_script>",
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"<empty_output>"
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],
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| 27 |
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"is_local": false,
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| 28 |
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"local_files_only": false,
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| 29 |
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"model_max_length": 8192,
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| 30 |
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"pad_token": null,
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| 31 |
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"tokenizer_class": "GPT2Tokenizer",
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| 32 |
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"unk_token": "<|endoftext|>",
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| 33 |
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"vocab_size": 49152
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| 34 |
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}
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training_state.json
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{
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| 2 |
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"step": 2000,
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| 3 |
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"global_tokens": 524288000,
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| 4 |
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"contributor": "vovaRL",
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| 5 |
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"cloud": "home",
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| 6 |
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"base_model": "scratch:colibri-nano",
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| 7 |
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"wall_clock_s": 24170.038534879684,
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| 8 |
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"history_tail": [
|
| 9 |
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{
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| 10 |
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"step": 1960,
|
| 11 |
+
"ntp": 3.183401107788086,
|
| 12 |
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"zloss": 2.059804916381836,
|
| 13 |
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"lr": 0.000294,
|
| 14 |
+
"grad_norm": 0.3203125,
|
| 15 |
+
"ppl": 24.128678391480943,
|
| 16 |
+
"balance_max_imbalance": 0.2388916015625,
|
| 17 |
+
"balance_dead_frac": 0.046875,
|
| 18 |
+
"tokens": 513802240
|
| 19 |
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},
|
| 20 |
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{
|
| 21 |
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"step": 1970,
|
| 22 |
+
"ntp": 3.9721052646636963,
|
| 23 |
+
"zloss": 2.2449395656585693,
|
| 24 |
+
"lr": 0.00029549999999999997,
|
| 25 |
+
"grad_norm": 0.3828125,
|
| 26 |
+
"ppl": 53.09619480002791,
|
| 27 |
+
"balance_max_imbalance": 0.2203369140625,
|
| 28 |
+
"balance_dead_frac": 0.046875,
|
| 29 |
+
"tokens": 516423680
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| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"step": 1980,
|
| 33 |
+
"ntp": 3.722830057144165,
|
| 34 |
+
"zloss": 2.109726905822754,
|
| 35 |
+
"lr": 0.00029699999999999996,
|
| 36 |
+
"grad_norm": 0.51953125,
|
| 37 |
+
"ppl": 41.38134010583109,
|
| 38 |
+
"balance_max_imbalance": 0.246337890625,
|
| 39 |
+
"balance_dead_frac": 0.0625,
|
| 40 |
+
"tokens": 519045120
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"step": 1990,
|
| 44 |
+
"ntp": 3.3724567890167236,
|
| 45 |
+
"zloss": 2.113959550857544,
|
| 46 |
+
"lr": 0.0002985,
|
| 47 |
+
"grad_norm": 1.0703125,
|
| 48 |
+
"ppl": 29.150054691870785,
|
| 49 |
+
"balance_max_imbalance": 0.23040771484375,
|
| 50 |
+
"balance_dead_frac": 0.0625,
|
| 51 |
+
"tokens": 521666560
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"step": 2000,
|
| 55 |
+
"ntp": 3.7987537384033203,
|
| 56 |
+
"zloss": 2.129600763320923,
|
| 57 |
+
"lr": 0.0003,
|
| 58 |
+
"grad_norm": 0.263671875,
|
| 59 |
+
"ppl": 44.645509823548146,
|
| 60 |
+
"balance_max_imbalance": 0.20025634765625,
|
| 61 |
+
"balance_dead_frac": 0.03125,
|
| 62 |
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"tokens": 524288000
|
| 63 |
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}
|
| 64 |
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]
|
| 65 |
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}
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