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mixtral-8-7B-v1-finetuned-multilabel/README.md

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+---
+tags:
+- autotrain
+- text-generation-inference
+- text-generation
+- peft
+library_name: transformers
+base_model: mistralai/Mixtral-8x7B-v0.1
+widget:
+  - messages:
+      - role: user
+        content: What is your favorite condiment?
+license: other
+---
+
+# Model Trained Using AutoTrain
+
+This model was trained using AutoTrain. For more information, please visit [AutoTrain](https://hf.co/docs/autotrain).
+
+# Usage
+
+```python
+
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_path = "PATH_TO_THIS_REPO"
+
+tokenizer = AutoTokenizer.from_pretrained(model_path)
+model = AutoModelForCausalLM.from_pretrained(
+    model_path,
+    device_map="auto",
+    torch_dtype='auto'
+).eval()
+
+# Prompt content: "hi"
+messages = [
+    {"role": "user", "content": "hi"}
+]
+
+input_ids = tokenizer.apply_chat_template(conversation=messages, tokenize=True, add_generation_prompt=True, return_tensors='pt')
+output_ids = model.generate(input_ids.to('cuda'))
+response = tokenizer.decode(output_ids[0][input_ids.shape[1]:], skip_special_tokens=True)
+
+# Model response: "Hello! How can I assist you today?"
+print(response)
+```

mixtral-8-7B-v1-finetuned-multilabel/adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "mistralai/Mixtral-8x7B-v0.1",
+  "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": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "w1",
+    "w3",
+    "w2",
+    "q_proj",
+    "v_proj",
+    "k_proj",
+    "o_proj",
+    "gate"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

mixtral-8-7B-v1-finetuned-multilabel/adapter_model.safetensors

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mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/dataset_dict.json

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+{"splits": ["train", "validation"]}

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mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/train/data-00000-of-00001.arrow

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mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/train/dataset_info.json

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+{
+  "citation": "",
+  "description": "",
+  "features": {
+    "autotrain_text": {
+      "dtype": "string",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": ""
+}

mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/train/state.json

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mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/validation/data-00000-of-00001.arrow

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mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/validation/dataset_info.json

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+  "citation": "",
+  "description": "",
+  "features": {
+    "autotrain_text": {
+      "dtype": "string",
+      "_type": "Value"
+    }
+  },
+  "homepage": "",
+  "license": ""
+}

mixtral-8-7B-v1-finetuned-multilabel/autotrain-data/validation/state.json

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mixtral-8-7B-v1-finetuned-multilabel/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "</s>",
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

mixtral-8-7B-v1-finetuned-multilabel/tokenizer.model

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mixtral-8-7B-v1-finetuned-multilabel/tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "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
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+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [],
+  "bos_token": "<s>",
+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 8192,
+  "pad_token": "</s>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

mixtral-8-7B-v1-finetuned-multilabel/training_args.bin

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mixtral-8-7B-v1-finetuned-multilabel/training_params.json

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+    "model": "mistralai/Mixtral-8x7B-v0.1",
+    "project_name": "mixtral-8-7B-v1-finetuned-apsv",
+    "data_path": "mixtral-8-7B-v1-finetuned-apsv/autotrain-data",
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+    "scheduler": "linear",
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+    "seed": 42,
+    "chat_template": "tokenizer",
+    "quantization": "int4",
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+}