Text Generation
PEFT
English
Korean
terminal
sft
vllm
tb2-lite
evaluation-pending
kohrm
hrm-text
lora
adapter
Instructions to use LLM-OS-Models/KoHRM-Text-1.4B-lora-comp-swe-zero-30m-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use LLM-OS-Models/KoHRM-Text-1.4B-lora-comp-swe-zero-30m-v1 with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
| { | |
| "arch": { | |
| "name": "baselines.hrm_nocarry_bp_warmup@HierarchicalReasoningModel", | |
| "head": "lm_head@LMHead", | |
| "half_layers": true, | |
| "H_cycles": 2, | |
| "L_cycles": 3, | |
| "H_override": {}, | |
| "bp_warmup_ratio": 0.0, | |
| "bp_max_steps": 5, | |
| "n_layers": 32, | |
| "hidden_size": 1536, | |
| "num_heads": 12, | |
| "expansion": 4, | |
| "norm_type": "pre", | |
| "norm_eps": 1e-06, | |
| "rope_theta": 10000.0, | |
| "pos_emb_type": "rope", | |
| "init_type": "lecun_normal" | |
| }, | |
| "data": { | |
| "path": "/home/work/.data/hrm_text_prepared/kohrm_sft_comp_swe_zero_30m_v1", | |
| "target_only": true | |
| }, | |
| "global_batch_size": 16384, | |
| "epochs": 1, | |
| "lr": 8e-05, | |
| "lr_min_ratio": 0.1, | |
| "lr_warmup_steps": 100, | |
| "weight_decay": 0.0, | |
| "beta1": 0.9, | |
| "beta2": 0.95, | |
| "ema": null, | |
| "fwd_bwd_dtype": "bfloat16", | |
| "project_name": "KoHRM-Text-LoRA", | |
| "run_name": "KoHRM-Text-1.4B-lora-comp-swe-zero-30m-v1", | |
| "checkpoint_path": "/home/work/.data/hrm_text_lora/component_parallel_20260604_gbs16k/KoHRM-Text-1.4B-lora-comp-swe-zero-30m-v1", | |
| "resume_from": "/home/work/.data/hrm_text_checkpoints/KoHRM-Text-1.4B-stage4d-korean-tool-finance-repeat3-gbs180", | |
| "resume_epoch": null, | |
| "resume_step": null, | |
| "weights_only_resume_from_ema": true, | |
| "resume_step_offset": 0, | |
| "total_steps_override": null, | |
| "skip_batches": 0, | |
| "seed": 0, | |
| "checkpoint_interval": 1, | |
| "checkpoint_step_interval": 1000, | |
| "checkpoint_keep_last": 2, | |
| "log_interval": 5, | |
| "lora": { | |
| "rank": 16, | |
| "alpha": 32.0, | |
| "dropout": 0.0, | |
| "target_suffixes": [ | |
| "gqkv_proj", | |
| "o_proj", | |
| "gate_up_proj", | |
| "down_proj", | |
| "lm_head" | |
| ] | |
| }, | |
| "tag": "step_2000", | |
| "step": 2000, | |
| "matched_modules": [ | |
| "model.H_level.core.layers.0.attn.gqkv_proj", | |
| "model.H_level.core.layers.0.attn.o_proj", | |
| "model.H_level.core.layers.0.mlp.gate_up_proj", | |
| "model.H_level.core.layers.0.mlp.down_proj", | |
| "model.H_level.core.layers.1.attn.gqkv_proj", | |
| "model.H_level.core.layers.1.attn.o_proj", | |
| "model.H_level.core.layers.1.mlp.gate_up_proj", | |
| "model.H_level.core.layers.1.mlp.down_proj", | |
| "model.H_level.core.layers.2.attn.gqkv_proj", | |
| "model.H_level.core.layers.2.attn.o_proj", | |
| "model.H_level.core.layers.2.mlp.gate_up_proj", | |
| "model.H_level.core.layers.2.mlp.down_proj", | |
| "model.H_level.core.layers.3.attn.gqkv_proj", | |
| "model.H_level.core.layers.3.attn.o_proj", | |
| "model.H_level.core.layers.3.mlp.gate_up_proj", | |
| "model.H_level.core.layers.3.mlp.down_proj", | |
| "model.H_level.core.layers.4.attn.gqkv_proj", | |
| "model.H_level.core.layers.4.attn.o_proj", | |
| "model.H_level.core.layers.4.mlp.gate_up_proj", | |
| "model.H_level.core.layers.4.mlp.down_proj", | |
| "model.H_level.core.layers.5.attn.gqkv_proj", | |
| "model.H_level.core.layers.5.attn.o_proj", | |
| "model.H_level.core.layers.5.mlp.gate_up_proj", | |
| "model.H_level.core.layers.5.mlp.down_proj", | |
| "model.H_level.core.layers.6.attn.gqkv_proj", | |
| "model.H_level.core.layers.6.attn.o_proj", | |
| "model.H_level.core.layers.6.mlp.gate_up_proj", | |
| "model.H_level.core.layers.6.mlp.down_proj", | |
| "model.H_level.core.layers.7.attn.gqkv_proj", | |
| "model.H_level.core.layers.7.attn.o_proj", | |
| "model.H_level.core.layers.7.mlp.gate_up_proj", | |
| "model.H_level.core.layers.7.mlp.down_proj", | |
| "model.H_level.core.layers.8.attn.gqkv_proj", | |
| "model.H_level.core.layers.8.attn.o_proj", | |
| "model.H_level.core.layers.8.mlp.gate_up_proj", | |
| "model.H_level.core.layers.8.mlp.down_proj", | |
| "model.H_level.core.layers.9.attn.gqkv_proj", | |
| "model.H_level.core.layers.9.attn.o_proj", | |
| "model.H_level.core.layers.9.mlp.gate_up_proj", | |
| "model.H_level.core.layers.9.mlp.down_proj", | |
| "model.H_level.core.layers.10.attn.gqkv_proj", | |
| "model.H_level.core.layers.10.attn.o_proj", | |
| "model.H_level.core.layers.10.mlp.gate_up_proj", | |
| "model.H_level.core.layers.10.mlp.down_proj", | |
| "model.H_level.core.layers.11.attn.gqkv_proj", | |
| "model.H_level.core.layers.11.attn.o_proj", | |
| "model.H_level.core.layers.11.mlp.gate_up_proj", | |
| "model.H_level.core.layers.11.mlp.down_proj", | |
| "model.H_level.core.layers.12.attn.gqkv_proj", | |
| "model.H_level.core.layers.12.attn.o_proj", | |
| "model.H_level.core.layers.12.mlp.gate_up_proj", | |
| "model.H_level.core.layers.12.mlp.down_proj", | |
| "model.H_level.core.layers.13.attn.gqkv_proj", | |
| "model.H_level.core.layers.13.attn.o_proj", | |
| "model.H_level.core.layers.13.mlp.gate_up_proj", | |
| "model.H_level.core.layers.13.mlp.down_proj", | |
| "model.H_level.core.layers.14.attn.gqkv_proj", | |
| "model.H_level.core.layers.14.attn.o_proj", | |
| "model.H_level.core.layers.14.mlp.gate_up_proj", | |
| "model.H_level.core.layers.14.mlp.down_proj", | |
| "model.H_level.core.layers.15.attn.gqkv_proj", | |
| "model.H_level.core.layers.15.attn.o_proj", | |
| "model.H_level.core.layers.15.mlp.gate_up_proj", | |
| "model.H_level.core.layers.15.mlp.down_proj", | |
| "model.L_level.core.layers.0.attn.gqkv_proj", | |
| "model.L_level.core.layers.0.attn.o_proj", | |
| "model.L_level.core.layers.0.mlp.gate_up_proj", | |
| "model.L_level.core.layers.0.mlp.down_proj", | |
| "model.L_level.core.layers.1.attn.gqkv_proj", | |
| "model.L_level.core.layers.1.attn.o_proj", | |
| "model.L_level.core.layers.1.mlp.gate_up_proj", | |
| "model.L_level.core.layers.1.mlp.down_proj", | |
| "model.L_level.core.layers.2.attn.gqkv_proj", | |
| "model.L_level.core.layers.2.attn.o_proj", | |
| "model.L_level.core.layers.2.mlp.gate_up_proj", | |
| "model.L_level.core.layers.2.mlp.down_proj", | |
| "model.L_level.core.layers.3.attn.gqkv_proj", | |
| "model.L_level.core.layers.3.attn.o_proj", | |
| "model.L_level.core.layers.3.mlp.gate_up_proj", | |
| "model.L_level.core.layers.3.mlp.down_proj", | |
| "model.L_level.core.layers.4.attn.gqkv_proj", | |
| "model.L_level.core.layers.4.attn.o_proj", | |
| "model.L_level.core.layers.4.mlp.gate_up_proj", | |
| "model.L_level.core.layers.4.mlp.down_proj", | |
| "model.L_level.core.layers.5.attn.gqkv_proj", | |
| "model.L_level.core.layers.5.attn.o_proj", | |
| "model.L_level.core.layers.5.mlp.gate_up_proj", | |
| "model.L_level.core.layers.5.mlp.down_proj", | |
| "model.L_level.core.layers.6.attn.gqkv_proj", | |
| "model.L_level.core.layers.6.attn.o_proj", | |
| "model.L_level.core.layers.6.mlp.gate_up_proj", | |
| "model.L_level.core.layers.6.mlp.down_proj", | |
| "model.L_level.core.layers.7.attn.gqkv_proj", | |
| "model.L_level.core.layers.7.attn.o_proj", | |
| "model.L_level.core.layers.7.mlp.gate_up_proj", | |
| "model.L_level.core.layers.7.mlp.down_proj", | |
| "model.L_level.core.layers.8.attn.gqkv_proj", | |
| "model.L_level.core.layers.8.attn.o_proj", | |
| "model.L_level.core.layers.8.mlp.gate_up_proj", | |
| "model.L_level.core.layers.8.mlp.down_proj", | |
| "model.L_level.core.layers.9.attn.gqkv_proj", | |
| "model.L_level.core.layers.9.attn.o_proj", | |
| "model.L_level.core.layers.9.mlp.gate_up_proj", | |
| "model.L_level.core.layers.9.mlp.down_proj", | |
| "model.L_level.core.layers.10.attn.gqkv_proj", | |
| "model.L_level.core.layers.10.attn.o_proj", | |
| "model.L_level.core.layers.10.mlp.gate_up_proj", | |
| "model.L_level.core.layers.10.mlp.down_proj", | |
| "model.L_level.core.layers.11.attn.gqkv_proj", | |
| "model.L_level.core.layers.11.attn.o_proj", | |
| "model.L_level.core.layers.11.mlp.gate_up_proj", | |
| "model.L_level.core.layers.11.mlp.down_proj", | |
| "model.L_level.core.layers.12.attn.gqkv_proj", | |
| "model.L_level.core.layers.12.attn.o_proj", | |
| "model.L_level.core.layers.12.mlp.gate_up_proj", | |
| "model.L_level.core.layers.12.mlp.down_proj", | |
| "model.L_level.core.layers.13.attn.gqkv_proj", | |
| "model.L_level.core.layers.13.attn.o_proj", | |
| "model.L_level.core.layers.13.mlp.gate_up_proj", | |
| "model.L_level.core.layers.13.mlp.down_proj", | |
| "model.L_level.core.layers.14.attn.gqkv_proj", | |
| "model.L_level.core.layers.14.attn.o_proj", | |
| "model.L_level.core.layers.14.mlp.gate_up_proj", | |
| "model.L_level.core.layers.14.mlp.down_proj", | |
| "model.L_level.core.layers.15.attn.gqkv_proj", | |
| "model.L_level.core.layers.15.attn.o_proj", | |
| "model.L_level.core.layers.15.mlp.gate_up_proj", | |
| "model.L_level.core.layers.15.mlp.down_proj", | |
| "lm_head" | |
| ], | |
| "num_lora_tensors": 258 | |
| } |