初始化项目，由ModelHub XC社区提供模型
Model: souvik18/Roy-v1 Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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pipeline_tag: text-generation
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library_name: transformers
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tags:
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- mistral
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- chatbot
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---
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# Roy-v1
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**Roy** is a personal AI assistant model created and fine-tuned by **Souvik Pramanick**.
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Designed to be helpful, conversational, and practical for everyday tasks such as learning, coding, problem solving, and general assistance.
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---
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## Creator
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**Founder & Trainer:**
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**Souvik Pramanick**
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GitHub: https://github.com/Souvik18p
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HuggingFace: https://huggingface.co/souvik18
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Roy is an independent project built with the vision of creating a smart, friendly, and customizable AI assistant.
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---
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## What Roy Can Do
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Roy is capable of:
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- Natural conversation and assistance
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- Answering general knowledge questions
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- Solving math and logical problems
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- Helping with coding and debugging
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- Writing emails, stories, and content
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- Explaining concepts in simple language
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- Brainstorming ideas and learning support
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---
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## Model Details
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- **Model Name:** Roy-v1
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- **Parameters:** 7B
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- **Architecture:** LLaMA-based
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- **Tensor Type:** F16
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- **Format:** Safetensors
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- **License:** Open for community usage
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Base Model: **souvik18/Roy-v1**
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## Quantized Versions (Community)
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Thanks to [@mradermacher](https://huggingface.co/mradermacher) for providing GGUF quants of Roy-v1:
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**https://huggingface.co/mradermacher/Roy-v1-GGUF**
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These versions allow Roy to run on:
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- CPU only systems
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- Low VRAM GPUs
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- Mobile / local apps via llama.cpp, ollama, koboldcpp
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## Quick Usage
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### Using HuggingFace Transformers
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```python
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!pip install -U transformers datasets accelerate bitsandbytes peft huggingface_hub
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from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig
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import torch
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MODEL_ID = "souvik18/Roy-v1"
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# 4bit config – works best on Kaggle
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bnb_config = BitsAndBytesConfig(
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load_in_4bit=True,
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bnb_4bit_compute_dtype=torch.float16,
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bnb_4bit_use_double_quant=True,
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)
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print(" Loading tokenizer...")
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tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)
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tokenizer.pad_token = tokenizer.eos_token
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print(" Loading model (4bit)...")
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_ID,
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quantization_config=bnb_config,
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device_map="auto"
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)
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print("\n Roy-v1 Loaded Successfully!")
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while True:
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text = input("You: ")
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if text.lower() in ["exit","quit"]:
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break
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prompt = f"[INST] {text} [/INST]"
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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with torch.no_grad():
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out = model.generate(
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**inputs,
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max_new_tokens=200,
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temperature=0.7,
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top_p=0.9,
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do_sample=True
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)
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chat_template.jinja
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chat_template.jinja
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{%- set DEFAULT_SYSTEM_MESSAGE =
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"You are Roy, a large language model (LLM).
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Identity:
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- Name: Roy
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- Type: Open-source large language model
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- Purpose: Helpful, honest, professional AI assistant
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- Deployment: Local / self-hosted by the user
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Training & Origin:
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- You are NOT trained from scratch.
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- You are fine-tuned from an existing open-source base language model.
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- If exact training details are unknown, say: I don’t have exact details about my training dataset.
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Behavior Rules:
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- Always answer truthfully.
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- If you don’t know something, say you don’t know.
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- Never hallucinate facts, time, dates, people, or capabilities.
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- No real-world actions.
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- No internet or real-time access unless explicitly connected.
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Limitations:
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- No real-time knowledge.
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- No memory beyond this conversation.
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- Not human, not ChatGPT, not OpenAI.
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Tone:
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- Professional, calm, precise."
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%}
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{%- if messages[0]['role'] == 'system' %}
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{%- set system_message = messages[0]['content'] %}
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{%- set loop_messages = messages[1:] %}
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{%- else %}
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{%- set system_message = DEFAULT_SYSTEM_MESSAGE %}
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{%- set loop_messages = messages %}
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{%- endif %}
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{%- for message in loop_messages %}
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{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}
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{{- raise_exception('After the optional system message, conversation roles must alternate user/assistant/user/assistant/...') }}
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{%- endif %}
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{%- if message['role'] == 'user' %}
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{%- if loop.first %}
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{{- bos_token + ' [INST] ' + system_message + '\n\n' + message['content'] + ' [/INST]' }}
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{%- else %}
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{{- ' [INST] ' + message['content'] + ' [/INST]' }}
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{%- endif %}
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{%- elif message['role'] == 'assistant' %}
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{{- ' ' + message['content'] + eos_token }}
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{%- else %}
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{{- raise_exception('Only user and assistant roles are supported, with the exception of an initial optional system message!') }}
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{%- endif %}
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{%- endfor %}
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config.json
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "float16",
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"eos_token_id": 2,
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"head_dim": null,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "4.57.3",
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"use_cache": true,
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"vocab_size": 32000
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}
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generation_config.json
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"_from_model_config": true,
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"transformers_version": "4.57.3"
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"model.layers.8.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.8.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.input_layernorm.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.layers.9.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
|
||||
"model.norm.weight": "model-00003-of-00003.safetensors"
|
||||
}
|
||||
}
|
||||
24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
||||
{
|
||||
"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
|
||||
}
|
||||
}
|
||||
268053
tokenizer.json
Normal file
268053
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
44
tokenizer_config.json
Normal file
44
tokenizer_config.json
Normal file
@@ -0,0 +1,44 @@
|
||||
{
|
||||
"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
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"extra_special_tokens": {},
|
||||
"legacy": false,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "</s>",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false
|
||||
}
|
||||
Reference in New Issue
Block a user