Aleksandr Sobolev
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Browse files- .DS_Store +0 -0
- .gitattributes +13 -0
- GGUF/icaro-f16.gguf +3 -0
- README.md +76 -3
- adapter_config.json +37 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +6 -0
- assets/icaro.jpg +0 -0
- config.json +30 -0
- generation_config.json +6 -0
- lora/adapter_config.json +37 -0
- lora/adapter_model.safetensors +3 -0
- lora/added_tokens.json +6 -0
- lora/merges.txt +0 -0
- lora/special_tokens_map.json +16 -0
- lora/tokenizer.json +0 -0
- lora/tokenizer_config.json +44 -0
- lora/vocab.json +0 -0
- merged_model/added_tokens.json +6 -0
- merged_model/config.json +30 -0
- merged_model/generation_config.json +6 -0
- merged_model/merges.txt +0 -0
- merged_model/model.safetensors +3 -0
- merged_model/special_tokens_map.json +16 -0
- merged_model/tokenizer.json +0 -0
- merged_model/tokenizer_config.json +44 -0
- merged_model/vocab.json +0 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +16 -0
- tokenizer.json +0 -0
- tokenizer_config.json +44 -0
- vocab.json +0 -0
.DS_Store
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.gitattributes
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@@ -33,3 +33,16 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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icaro-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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icaro-f16.gguf filter=lfs diff=lfs merge=lfs -text
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icaro-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
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icaro-Q8_K.gguf filter=lfs diff=lfs merge=lfs -text
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icaro-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
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icaro-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
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assets/icaro.png filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro-Q2_K_IMAT.gguf filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro-Q3_K_M_IMAT.gguf filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro-Q4_K_M_IMAT.gguf filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro.imatrix filter=lfs diff=lfs merge=lfs -text
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GGUF/icaro-f16.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a3b84fe8be75a0230fed40545fcfec7c4465d12975351d898dc0e33a7d192f3
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size 3093666464
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README.md
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---
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license: apache-2.0
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---
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---
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license: apache-2.0
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---
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![icaro](https://huggingface.co/alexsobolev/Icaro-LM/resolve/main/assets/icaro.jpg)
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**Icaro-LM**, is a language model based on Qwen2 1.5B, designed for mobile efficiency, empathetic chat, and function calling.
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This model is optimized for fast inference and low resource consumption on mobile devices, providing a seamless and responsive user experience.
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Icaro-LM is fine-tuned for empathetic conversations and can understand and execute function calls within the conversation flow,
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making it a versatile solution for various applications.
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## Key Features:
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1. **Mobile Efficiency**: Optimized for fast inference and low resource consumption on mobile devices.
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2. **Empathetic Chat**: Fine-tuned on datasets curated for empathetic and emotionally intelligent conversations.
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3. **Function Calling**: Can understand and execute function calls within the conversation flow.
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## Use Cases:
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- Mobile chatbots and virtual assistants
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- Emotional support applications
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- Task automation on mobile devices
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## Prompt format
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```
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<|im_start|>system
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{system_prompt}<|im_end|>
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<|im_start|>user
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{prompt}<|im_end|>
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<|im_start|>assistant
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```
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## Function calling example
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```
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<|im_start|>system
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You are a helpful assistant with access to the following functions. Use them if required -[{
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"name":"get_news",
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"description":"Get the latest news.",
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"parameters":{
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"type":"object",
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"properties":{
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"location":{
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"type":"string",
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"description":"The location for which to fetch news"
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}
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},
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"required":[
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"location"
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]
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}
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},
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{
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"name": "get_current_weather",
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"description": "Get the current weather",
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"parameters": {
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"type": "object",
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"properties": {
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"location": {
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"type": "string",
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"description": "The city and state, e.g. San Francisco, CA"
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},
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},
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"required": ["location"],
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},
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}]<|im_end|>
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<|im_start|>user
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What's the latest news in Samara?<|im_end|>
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<|im_start|>assistant
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```
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Result:
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```
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<|im_start|>assistant
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<functioncall> {"name": "get_news", "arguments": '{"location": "Samara"}'} <|im_end|>
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```
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adapter_config.json
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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": "unsloth/Qwen2-1.5b-bnb-4bit",
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"bias": "none",
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"fan_in_fan_out": false,
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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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"loftq_bits": 4,
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"loftq_iter": 1
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},
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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": 32,
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"rank_pattern": {},
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"revision": "unsloth",
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"target_modules": [
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"down_proj",
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"up_proj",
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"q_proj",
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"v_proj",
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"k_proj",
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"gate_proj",
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"o_proj"
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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": true
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e3ce618b74fb93a321f505c284c9d204c83dfd50be440d03d30991d44400cd1f
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size 147770496
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added_tokens.json
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{
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"<|PAD_TOKEN|>": 151646,
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"<|endoftext|>": 151645,
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"<|im_end|>": 151643,
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"<|im_start|>": 151644
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}
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assets/icaro.jpg
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config.json
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{
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"_name_or_path": "unsloth/Qwen2-1.5b-bnb-4bit",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 1536,
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"initializer_range": 0.02,
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"intermediate_size": 8960,
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"max_position_embeddings": 131072,
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"max_window_layers": 28,
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"model_type": "qwen2",
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"num_attention_heads": 12,
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"num_hidden_layers": 28,
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"num_key_value_heads": 2,
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"pad_token_id": 151646,
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"rms_norm_eps": 1e-06,
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"rope_theta": 1000000.0,
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"sliding_window": 131072,
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.41.2",
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"unsloth_version": "2024.6",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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generation_config.json
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{
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"max_new_tokens": 2048,
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"transformers_version": "4.41.2"
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}
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lora/adapter_config.json
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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": "unsloth/Qwen2-1.5b-bnb-4bit",
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"bias": "none",
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"fan_in_fan_out": false,
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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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"loftq_bits": 4,
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"loftq_iter": 1
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},
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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": 32,
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"rank_pattern": {},
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"revision": "unsloth",
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+
"target_modules": [
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"down_proj",
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"up_proj",
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"q_proj",
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"v_proj",
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"k_proj",
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"gate_proj",
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"o_proj"
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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": true
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}
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lora/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 147770496
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lora/added_tokens.json
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{
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"<|PAD_TOKEN|>": 151646,
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"<|endoftext|>": 151645,
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"<|im_end|>": 151643,
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"<|im_start|>": 151644
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}
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lora/merges.txt
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lora/special_tokens_map.json
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{
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"eos_token": {
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"normalized": false,
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},
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"pad_token": {
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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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}
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lora/tokenizer.json
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lora/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"151643": {
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"content": "<|im_end|>",
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"special": true
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},
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"151644": {
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"rstrip": false,
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"special": true
|
18 |
+
},
|
19 |
+
"151645": {
|
20 |
+
"content": "<|endoftext|>",
|
21 |
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|
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|
23 |
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|
24 |
+
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|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"151646": {
|
28 |
+
"content": "<|PAD_TOKEN|>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
}
|
35 |
+
},
|
36 |
+
"bos_token": null,
|
37 |
+
"chat_template": "{% for message in messages %}{% if message['from'] == 'human' %}{{'<|im_start|>user\n' + message['value'] + '<|im_end|>\n'}}{% elif message['from'] == 'gpt' %}{{'<|im_start|>assistant\n' + message['value'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['value'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
38 |
+
"clean_up_tokenization_spaces": true,
|
39 |
+
"eos_token": "<|im_end|>",
|
40 |
+
"model_max_length": 1000000000000000019884624838656,
|
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|
42 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
43 |
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"unk_token": null
|
44 |
+
}
|
lora/vocab.json
ADDED
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merged_model/added_tokens.json
ADDED
@@ -0,0 +1,6 @@
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|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"<|PAD_TOKEN|>": 151646,
|
3 |
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"<|endoftext|>": 151645,
|
4 |
+
"<|im_end|>": 151643,
|
5 |
+
"<|im_start|>": 151644
|
6 |
+
}
|
merged_model/config.json
ADDED
@@ -0,0 +1,30 @@
|
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|
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|
|
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|
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|
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|
|
1 |
+
{
|
2 |
+
"_name_or_path": "unsloth/Qwen2-1.5b-bnb-4bit",
|
3 |
+
"architectures": [
|
4 |
+
"Qwen2ForCausalLM"
|
5 |
+
],
|
6 |
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|
7 |
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|
8 |
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|
9 |
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"hidden_act": "silu",
|
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|
11 |
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|
12 |
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"intermediate_size": 8960,
|
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|
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"max_window_layers": 28,
|
15 |
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"model_type": "qwen2",
|
16 |
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"num_attention_heads": 12,
|
17 |
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|
18 |
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"num_key_value_heads": 2,
|
19 |
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"pad_token_id": 151646,
|
20 |
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"rms_norm_eps": 1e-06,
|
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"rope_theta": 1000000.0,
|
22 |
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"sliding_window": 131072,
|
23 |
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"tie_word_embeddings": true,
|
24 |
+
"torch_dtype": "bfloat16",
|
25 |
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"transformers_version": "4.41.2",
|
26 |
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"unsloth_version": "2024.6",
|
27 |
+
"use_cache": true,
|
28 |
+
"use_sliding_window": false,
|
29 |
+
"vocab_size": 151936
|
30 |
+
}
|
merged_model/generation_config.json
ADDED
@@ -0,0 +1,6 @@
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|
|
|
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|
|
1 |
+
{
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2 |
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"bos_token_id": 151643,
|
3 |
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"eos_token_id": 151643,
|
4 |
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"max_new_tokens": 2048,
|
5 |
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"transformers_version": "4.41.2"
|
6 |
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}
|
merged_model/merges.txt
ADDED
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merged_model/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:480320bef779942282a841420690aad346a5548254cdc13f50aafa7974a4f042
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3 |
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size 3087467144
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merged_model/special_tokens_map.json
ADDED
@@ -0,0 +1,16 @@
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{
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|
5 |
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|
6 |
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|
7 |
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|
8 |
+
},
|
9 |
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"pad_token": {
|
10 |
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"content": "<|PAD_TOKEN|>",
|
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|
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|
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|
14 |
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"single_word": false
|
15 |
+
}
|
16 |
+
}
|
merged_model/tokenizer.json
ADDED
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merged_model/tokenizer_config.json
ADDED
@@ -0,0 +1,44 @@
|
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{
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|
4 |
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|
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|
10 |
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|
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|
16 |
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|
17 |
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|
18 |
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},
|
19 |
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"151645": {
|
20 |
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|
21 |
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|
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|
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|
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|
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|
26 |
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},
|
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"151646": {
|
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"content": "<|PAD_TOKEN|>",
|
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|
30 |
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|
31 |
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|
32 |
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|
33 |
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"special": true
|
34 |
+
}
|
35 |
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},
|
36 |
+
"bos_token": null,
|
37 |
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"chat_template": "{% for message in messages %}{% if message['from'] == 'human' %}{{'<|im_start|>user\n' + message['value'] + '<|im_end|>\n'}}{% elif message['from'] == 'gpt' %}{{'<|im_start|>assistant\n' + message['value'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['value'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
38 |
+
"clean_up_tokenization_spaces": true,
|
39 |
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"eos_token": "<|im_end|>",
|
40 |
+
"model_max_length": 1000000000000000019884624838656,
|
41 |
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"pad_token": "<|PAD_TOKEN|>",
|
42 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
43 |
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"unk_token": null
|
44 |
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}
|
merged_model/vocab.json
ADDED
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|
|
merges.txt
ADDED
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|
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:480320bef779942282a841420690aad346a5548254cdc13f50aafa7974a4f042
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size 3087467144
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special_tokens_map.json
ADDED
@@ -0,0 +1,16 @@
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{
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|
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|
14 |
+
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|
15 |
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}
|
16 |
+
}
|
tokenizer.json
ADDED
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|
tokenizer_config.json
ADDED
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|
|
|
|
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|
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|
1 |
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{
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|
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|
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|
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|
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|
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},
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"151646": {
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|
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|
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|
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|
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|
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"special": true
|
34 |
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}
|
35 |
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},
|
36 |
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"bos_token": null,
|
37 |
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"chat_template": "{% for message in messages %}{% if message['from'] == 'human' %}{{'<|im_start|>user\n' + message['value'] + '<|im_end|>\n'}}{% elif message['from'] == 'gpt' %}{{'<|im_start|>assistant\n' + message['value'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['value'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
38 |
+
"clean_up_tokenization_spaces": true,
|
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"eos_token": "<|im_end|>",
|
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42 |
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|
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"unk_token": null
|
44 |
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}
|
vocab.json
ADDED
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|
|