ISOM-R2-Coder-1.5B / config.json
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config: isom_r2_num_retrieved_chunks=4, add isom_r2_micro_window_size=512
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{
"vocab_size": 151936,
"max_position_embeddings": 131072,
"hidden_size": 1536,
"intermediate_size": 8960,
"num_hidden_layers": 28,
"num_attention_heads": 12,
"use_sliding_window": false,
"sliding_window": 32768,
"max_window_layers": 28,
"num_key_value_heads": 2,
"hidden_act": "silu",
"initializer_range": 0.02,
"rms_norm_eps": 1e-06,
"use_cache": true,
"rope_theta": 1000000.0,
"rope_scaling": null,
"attention_dropout": 0.0,
"return_dict": true,
"output_hidden_states": false,
"output_attentions": false,
"torchscript": false,
"torch_dtype": "bfloat16",
"use_bfloat16": false,
"tf_legacy_loss": false,
"pruned_heads": {},
"tie_word_embeddings": true,
"chunk_size_feed_forward": 0,
"is_encoder_decoder": false,
"is_decoder": false,
"cross_attention_hidden_size": null,
"add_cross_attention": false,
"tie_encoder_decoder": false,
"max_length": 20,
"min_length": 0,
"do_sample": false,
"early_stopping": false,
"num_beams": 1,
"num_beam_groups": 1,
"diversity_penalty": 0.0,
"temperature": 1.0,
"top_k": 50,
"top_p": 1.0,
"typical_p": 1.0,
"repetition_penalty": 1.0,
"length_penalty": 1.0,
"no_repeat_ngram_size": 0,
"encoder_no_repeat_ngram_size": 0,
"bad_words_ids": null,
"num_return_sequences": 1,
"output_scores": false,
"return_dict_in_generate": false,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"remove_invalid_values": false,
"exponential_decay_length_penalty": null,
"suppress_tokens": null,
"begin_suppress_tokens": null,
"architectures": [
"IsomQwen25CoderForCausalLM"
],
"finetuning_task": null,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"tokenizer_class": null,
"prefix": null,
"bos_token_id": 151643,
"pad_token_id": null,
"eos_token_id": 151645,
"sep_token_id": null,
"decoder_start_token_id": null,
"task_specific_params": null,
"problem_type": null,
"_name_or_path": "Qwen/Qwen2.5-Coder-1.5B-Instruct",
"_attn_implementation_autoset": false,
"transformers_version": "4.49.0",
"model_type": "isom_qwen25_coder",
"auto_map": {
"AutoConfig": "modeling_isom_qwen25_coder.IsomQwen25CoderConfig",
"AutoModelForCausalLM": "modeling_isom_qwen25_coder.IsomQwen25CoderForCausalLM"
},
"use_isom_cache": true,
"isom_budget": 8192,
"quantize_int8": true,
"enable_radix": true,
"enable_holographic_revival": true,
"use_isom_r2_svd": true,
"isom_r2_window_length": 2048,
"isom_r2_sink_tokens": 64,
"isom_r2_num_retrieved_chunks": 4,
"isom_r2_micro_window_size": 512,
"isom_r2_chunk_size": 2048,
"isom_r2_max_context": 1048576,
"prefill_chunk_size": 2048,
"saliency_threshold": 0.45,
"vault_saliency_threshold": 0.8,
"vault_max_slots": 36000,
"vault_evict_batch": 1000,
"vault_topk_retrieval": 64,
"omega_min": 5.992112e-06,
"polar_reprojection_interval": 5000,
"tier2_vault_enabled": true,
"tier2_vault_device": "cpu",
"tier2_vault_dtype": "float16",
"three_path_attention": true,
"vault_gate_bias_init": -5.0,
"use_yarn": false
}