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README.md ADDED
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+ ---
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+ tags:
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+ - autotrain
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+ - text-generation-inference
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+ - text-generation
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+ - peft
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+ library_name: transformers
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+ base_model: tiiuae/falcon-7b
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+ widget:
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+ - messages:
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+ - role: user
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+ content: What is your favorite condiment?
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+ license: other
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+ datasets:
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+ - Marupudi/parth2
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+ ---
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+
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+ # Model Trained Using AutoTrain
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+
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+ This model was trained using AutoTrain. For more information, please visit [AutoTrain](https://hf.co/docs/autotrain).
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+
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+ # Usage
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+
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+ ```python
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+
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ model_path = "PATH_TO_THIS_REPO"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_path)
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+ model = AutoModelForCausalLM.from_pretrained(
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+ model_path,
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+ device_map="auto",
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+ torch_dtype='auto'
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+ ).eval()
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+
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+ # Prompt content: "hi"
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+ messages = [
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+ {"role": "user", "content": "hi"}
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+ ]
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+
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+ input_ids = tokenizer.apply_chat_template(conversation=messages, tokenize=True, add_generation_prompt=True, return_tensors='pt')
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+ output_ids = model.generate(input_ids.to('cuda'))
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+ response = tokenizer.decode(output_ids[0][input_ids.shape[1]:], skip_special_tokens=True)
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+
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+ # Model response: "Hello! How can I assist you today?"
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+ print(response)
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+ ```
adapter_config.json ADDED
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+ {
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+ "alpha_pattern": {},
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+ "auto_mapping": null,
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+ "base_model_name_or_path": "tiiuae/falcon-7b",
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+ "bias": "none",
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+ "inference_mode": true,
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+ "init_lora_weights": true,
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+ "layer_replication": null,
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+ "layers_pattern": null,
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+ "layers_to_transform": null,
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+ "loftq_config": {},
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+ "lora_alpha": 32,
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+ "lora_dropout": 0.05,
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+ "megatron_config": null,
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+ "megatron_core": "megatron.core",
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+ "modules_to_save": null,
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+ "peft_type": "LORA",
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+ "r": 16,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "query_key_value",
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+ "dense",
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+ "dense_h_to_4h",
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+ "dense_4h_to_h"
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+ ],
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+ "task_type": "CAUSAL_LM",
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+ "use_dora": false,
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+ "use_rslora": false
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+ }
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special_tokens_map.json ADDED
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+ {
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+ "additional_special_tokens": [
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+ ">>TITLE<<",
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+ ">>ABSTRACT<<",
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+ ">>INTRODUCTION<<",
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+ ">>SUMMARY<<",
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+ ">>COMMENT<<",
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+ ">>ANSWER<<",
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+ ">>QUESTION<<",
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+ ">>DOMAIN<<",
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+ ">>PREFIX<<",
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+ ">>SUFFIX<<",
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+ ">>MIDDLE<<"
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+ ],
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+ "eos_token": {
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+ "content": "<|endoftext|>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "pad_token": "<|endoftext|>"
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+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
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+ {
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+ "add_prefix_space": false,
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+ "added_tokens_decoder": {
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+ "0": {
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+ },
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+ "3": {
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+ "content": ">>SUMMARY<<",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ "4": {
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+ "content": ">>COMMENT<<",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ "5": {
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+ "content": ">>ANSWER<<",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "6": {
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+ "content": ">>QUESTION<<",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "7": {
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+ "content": ">>DOMAIN<<",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ "content": ">>PREFIX<<",
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+ "single_word": false,
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+ "special": true
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+ "9": {
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+ "content": ">>SUFFIX<<",
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+ "single_word": false,
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+ "special": true
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+ "10": {
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+ "content": ">>MIDDLE<<",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ "special": true
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+ }
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+ "additional_special_tokens": [
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+ ">>TITLE<<",
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+ ">>ABSTRACT<<",
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+ ">>INTRODUCTION<<",
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+ ">>SUMMARY<<",
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+ ">>COMMENT<<",
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+ ">>ANSWER<<",
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+ ">>QUESTION<<",
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+ ">>DOMAIN<<",
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+ ">>PREFIX<<",
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+ ">>SUFFIX<<",
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+ ">>MIDDLE<<"
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+ ],
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+ "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 %}",
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+ "clean_up_tokenization_spaces": true,
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+ "eos_token": "<|endoftext|>",
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+ "model_input_names": [
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+ "input_ids",
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+ "attention_mask"
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+ ],
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+ "model_max_length": 2048,
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+ "pad_token": "<|endoftext|>",
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+ "tokenizer_class": "PreTrainedTokenizerFast"
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+ }
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+ {
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+ "model": "tiiuae/falcon-7b",
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+ "project_name": "fli2dharaneesh-tiiuae-falcon-7b-v2",
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+ }