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adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "abacusai/Llama-3-Smaug-8B",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [
+    "classifier",
+    "score"
+  ],
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "q_proj",
+    "v_proj"
+  ],
+  "task_type": "SEQ_CLS",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ee5d591e8a15f3c36fc45ea88da2cc6f93abba41fa79fd6d00b8134eafb46d89
+size 27326094

args.json

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+{
+    "data_path": "x",
+    "test_data_path": "x",
+    "gt_field": "RTS",
+    "pw_group_by_cluster_year": true,
+    "pw_group_keys": "pub_year,cluster_cat",
+    "pw_min_diff": 0.05,
+    "pw_bucket_edges": "[0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,\"inf\"]",
+    "pw_target_ratio": "[0.03,0.04,0.06,0.08,0.10,0.12,0.14,0.16,0.27,0.00]",
+    "pw_curriculum": true,
+    "pw_balance": true,
+    "pw_cap_per_paper": 32,
+    "pw_id_fields": "id",
+    "pw_use_weight": true,
+    "pw_weight_mode": "linear_clip",
+    "pw_weight_clip_min": 0.2,
+    "pw_weight_clip_max": 1.0,
+    "pw_verbose": true,
+    "pair_val_max_pairs": 1000000,
+    "additional_info": null,
+    "checkpoint": "x",
+    "num_labels": 1,
+    "max_length": 512,
+    "prompt_template": "Given a scientific paper, Title: {title}\nAbstract: {abstract}\nPlease evaluate the overall scientific quality:",
+    "load_in_8bit": true,
+    "lora_r": 16,
+    "lora_alpha": 32,
+    "lora_dropout": 0.05,
+    "target_modules": "q_proj,v_proj",
+    "batch_size": 8,
+    "total_epochs": 1,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.01,
+    "warmup_ratio": 0.1,
+    "seed": 42,
+    "loss_func": "RankNetLoss",
+    "runs_dir": "x",
+    "max_pairs": 10000,
+    "shuffle_train": true,
+    "need_pairwise_eval": false,
+    "loss_soft_tau": 0.25
+}

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|begin_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|end_of_text|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|end_of_text|>"
+}

test_result.csv

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+    }
+  },
+  "bos_token": "<|begin_of_text|>",
+  "chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|end_of_text|>",
+  "model_input_names": [
+    "input_ids",
+    "attention_mask"
+  ],
+  "model_max_length": 3192,
+  "pad_token": "<|end_of_text|>",
+  "padding_side": "right",
+  "tokenizer_class": "PreTrainedTokenizerFast"
+}