decoder 1.0

README.md

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+---
+license: mit
+---
+
+<h1 align="center">llasm: Naming Functions in Binaries by Fusing Encoder-only and Decoder-only LLMs</h1>
+
+
+## About
+
+llasm, is a novel framework that fuses encoder-only and decoder-only LLMs, which utilizes their capabilities to better comprehend assembly language and have better generalizability at function naming.
+
+
+This is the decoder of llasm. The upload model is a lora adapter, the base model is Vicuna-13B.

adapter_config.json

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+{
+  "auto_mapping": null,
+  "base_model_name_or_path": "/mnt/data/szh/models/vicuna-13b-v1.5",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "lora_alpha": 128,
+  "lora_dropout": 0.05,
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 64,
+  "revision": null,
+  "target_modules": [
+    "up_proj",
+    "o_proj",
+    "q_proj",
+    "gate_proj",
+    "k_proj",
+    "v_proj",
+    "down_proj"
+  ],
+  "task_type": "CAUSAL_LM"
+}

adapter_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:401cfa3382d1470fb0d9cd765bb895750d0d6d0443bf340d8b33e24d0e6dea56
+size 500889293

config.json

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+{
+  "_name_or_path": "/mnt/data/szh/models/vicuna-13b-v1.5",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "freeze_mm_mlp_adapter": false,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 13824,
+  "max_length": 4096,
+  "max_position_embeddings": 4096,
+  "mm_hidden_size": 1024,
+  "mm_use_im_start_end": true,
+  "mm_vision_select_layer": -2,
+  "mm_vision_tower": "/mnt/data/szh/models/clap/clap-asm-encoder",
+  "model_type": "llava",
+  "num_attention_heads": 40,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 40,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "sep_image_conv_front": false,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.31.0",
+  "tune_mm_mlp_adapter": false,
+  "use_cache": false,
+  "use_mm_proj": true,
+  "vocab_size": 32003
+}

non_lora_trainables.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f3ad401ac04fef4cf463c34a9c4a5c89681bb62c334d278fd80f127b0d0419b5
+size 26617384423