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kerzgrr
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Senryu

Text Generation
Safetensors
PyTorch
English
tiny_gdn
senryu
causal-lm
sft
preference-optimization
apo
on-policy
instruction-tuned
chat
reasoning
tool-use
hybrid
gated-deltanet-2
gated-mla
conversational
Model card Files
xet
 Community
Senryu
File size: 3,002 Bytes
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{
  "allow_negative_eigenvalues": false,
  "architecture": "SenryuForCausalLM",
  "architectures": [
    "SenryuForCausalLM"
  ],
  "attention_dropout": 0.0,
  "attention_head_dim": 128,
  "attention_layer_type": "gated_mla",
  "bos_token_id": 0,
  "chat_template": "smollm3",
  "checkpoint_step": 704,
  "eos_token_id": 1,
  "full_attention_interval": 4,
  "hidden_size": 1024,
  "initializer_range": 0.02,
  "intermediate_size": 3392,
  "kda_lower_bound": -5.0,
  "kda_safe_gate": true,
  "layer_types": [
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  ],
  "linear_conv_kernel_dim": 4,
  "linear_expand_v": 1.0,
  "linear_head_dim": 128,
  "linear_layer_type": "gdn2",
  "linear_num_heads": 8,
  "linear_num_value_heads": 8,
  "max_position_embeddings": 32768,
  "mla_kv_lora_rank": 512,
  "mla_q_lora_rank": null,
  "mla_qk_nope_head_dim": 128,
  "mla_v_head_dim": 128,
  "mlp_activation": "situ_glu",
  "model_family": "Senryu",
  "model_name": "Senryu",
  "model_type": "senryu",
  "mtp_adapter_rank": 128,
  "mtp_loss_weight": 0.0,
  "mtp_num_heads": 0,
  "num_attention_heads": 8,
  "num_hidden_layers": 44,
  "num_key_value_heads": 8,
  "pad_token_id": 2,
  "partial_rotary_factor": 0.5,
  "preference_beta": 0.05,
  "preference_hours": 1.7632968792019852,
  "preference_loss": "apo_zero",
  "preference_reward_model": "Skywork/Skywork-Reward-V2-Llama-3.1-8B",
  "preference_run": "apo-v2",
  "preference_train_pairs": 22517,
  "preference_val_loss_ema": 0.8922630808546166,
  "preference_val_pairs": 903,
  "preference_val_reward_accuracy_ema": 0.7895902547065338,
  "preference_val_reward_margin_ema": 1.3302929308987403,
  "pretrain_checkpoint_step": 2200,
  "pretrain_hours": 10.380536459482197,
  "pretrain_run": "pretrain-v1",
  "pretrain_tokens": 1153433600,
  "pretrain_val_loss_ema": 3.06275936961174,
  "reasoning": true,
  "rms_norm_eps": 1e-06,
  "rope_theta": 1000000.0,
  "sft_assistant_tokens": 5388440922,
  "sft_checkpoint_step": 12800,
  "sft_hours": 11.803919963316359,
  "sft_run": "sft-v1",
  "sft_val_loss_ema": 0.8266990829440273,
  "sft_val_ppl_ema": 2.2857611656454533,
  "shared_layer_indices": [],
  "situ_gate_cap": 4.0,
  "situ_up_cap": 25.0,
  "stage": "preference",
  "tie_word_embeddings": true,
  "tool_calls": "hermes_json",
  "torch_dtype": "bfloat16",
  "training_sequence_length": 32768,
  "transformers_version": "4.45.0",
  "unk_token_id": 3,
  "use_block_attn_res": true,
  "vocab_size": 65536,
  "weights": "ema"
}