GPTQ model commit

all_results.json

@@ -0,0 +1,21 @@
+{
+    "epoch": 3.0,
+    "eval_logits/chosen": -2.353081703186035,
+    "eval_logits/rejected": -2.308103084564209,
+    "eval_logps/chosen": -299.4560546875,
+    "eval_logps/rejected": -340.154052734375,
+    "eval_loss": 0.7496059536933899,
+    "eval_rewards/accuracies": 0.78125,
+    "eval_rewards/chosen": -4.522095203399658,
+    "eval_rewards/margins": 3.7963125705718994,
+    "eval_rewards/rejected": -8.318408012390137,
+    "eval_runtime": 48.0152,
+    "eval_samples": 1000,
+    "eval_samples_per_second": 20.827,
+    "eval_steps_per_second": 0.333,
+    "train_loss": 0.2172969928600547,
+    "train_runtime": 23865.9828,
+    "train_samples": 61966,
+    "train_samples_per_second": 7.789,
+    "train_steps_per_second": 0.243
+}

config.json

@@ -0,0 +1,47 @@
+{
+    "_name_or_path": "/workspace/process/huggingfaceh4_zephyr-7b-beta/source",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "hidden_act": "silu",
+    "hidden_size": 4096,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 32768,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 32,
+    "num_key_value_heads": 8,
+    "pad_token_id": 2,
+    "pretraining_tp": 1,
+    "quantization_config": {
+        "batch_size": 1,
+        "bits": 4,
+        "block_name_to_quantize": "model.layers",
+        "damp_percent": 0.1,
+        "desc_act": true,
+        "disable_exllama": false,
+        "group_size": 128,
+        "max_input_length": null,
+        "model_seqlen": 4096,
+        "module_name_preceding_first_block": [
+            "model.embed_tokens"
+        ],
+        "pad_token_id": null,
+        "quant_method": "gptq",
+        "sym": true,
+        "tokenizer": null,
+        "true_sequential": true,
+        "use_cuda_fp16": true
+    },
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 10000.0,
+    "sliding_window": 4096,
+    "tie_word_embeddings": false,
+    "torch_dtype": "float16",
+    "transformers_version": "4.34.1",
+    "use_cache": true,
+    "vocab_size": 32000
+}

eval_results.json

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+{
+    "epoch": 3.0,
+    "eval_logits/chosen": -2.353081703186035,
+    "eval_logits/rejected": -2.308103084564209,
+    "eval_logps/chosen": -299.4560546875,
+    "eval_logps/rejected": -340.154052734375,
+    "eval_loss": 0.7496059536933899,
+    "eval_rewards/accuracies": 0.78125,
+    "eval_rewards/chosen": -4.522095203399658,
+    "eval_rewards/margins": 3.7963125705718994,
+    "eval_rewards/rejected": -8.318408012390137,
+    "eval_runtime": 48.0152,
+    "eval_samples": 1000,
+    "eval_samples_per_second": 20.827,
+    "eval_steps_per_second": 0.333
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.35.0.dev0"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2a57c77a2bcad11f0953e20010f3bd1aaddd4a843b026c7d51ac67a389d19169
+size 4158662096

quantize_config.json

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+{
+    "bits": 4,
+    "group_size": 128,
+    "damp_percent": 0.01,
+    "desc_act": true,
+    "sym": true,
+    "true_sequential": true
+}

special_tokens_map.json

@@ -0,0 +1,11 @@
+{
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
+size 493443

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": "<s>",
+  "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n'  + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "</s>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "truncation_side": "left",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true
+}

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.0,
+    "train_loss": 0.2172969928600547,
+    "train_runtime": 23865.9828,
+    "train_samples": 61966,
+    "train_samples_per_second": 7.789,
+    "train_steps_per_second": 0.243
+}