初始化项目，由ModelHub XC社区提供模型

Model: OpenRLHF/Llama-3-8b-rlhf-100k
Source: Original Platform

.gitattributes

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+*.safetensors filter=lfs diff=lfs merge=lfs -text

README.md

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+Llama-3 8B RLHF checkpoint trained by OpenRLHF
+
+Using the models and datasets:
+
+- Base SFT model: https://huggingface.co/OpenLLMAI/Llama-3-8b-sft-mixture
+- Reward model: https://huggingface.co/OpenLLMAI/Llama-3-8b-rm-mixture
+- Prompt dataset: https://huggingface.co/datasets/OpenLLMAI/prompt-collection-v0.1
+
+Training Hyperparameters
+
+```
+Actor Learning Rate: 5e-7
+Critic Learning Rate: 9e-6
+Learning Rate Scheduler: Cosine with 0.03 Warmup
+PPO epoch: 1
+Training Batch Size: 128
+Experience Buffer Size: 1024
+Reward Normalization: True
+Max Prompt Length: 2048
+Max Response Length: 2048
+Max Samples: 100k (To save GPU resources)
+Number of Samples per Prompt: 1
+```
+
+Evaluation
+
+```
+Chat-Arena-Hard
+-------------------------------------------
+llama-3-8b-sft                 | score: 5.6   
+llama-3-8b-rlhf-100k           | score: 20.5
+```
+
+
+Training logs
+
+<img src="https://cdn-uploads.huggingface.co/production/uploads/63f6c04ac96958470d1e9043/iqwD8jBAX1vhu0PT0ycy8.png" width="800px">
+

config.json

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+{
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+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128009,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.0",
+  "use_cache": false,
+  "vocab_size": 128256
+}

generation_config.json

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+{
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+  "bos_token_id": 128000,
+  "do_sample": true,
+  "eos_token_id": [
+    128001,
+    128009
+  ],
+  "transformers_version": "4.41.0"
+}

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