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Model: 922-CA/Llama-3-natsuki-ddlc-8b-v1 Source: Original Platform
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README.md
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---
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language:
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- en
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license: llama3
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- llama
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- trl
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base_model: unsloth/llama-3-8b-bnb-4bit
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model-index:
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- name: Llama-3-natsuki-ddlc-8b-v1
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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metrics:
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- type: acc_norm
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value: 60.32
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name: normalized accuracy
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source:
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url: >-
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=922-CA/Llama-3-natsuki-ddlc-8b-v1
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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||||
value: 80.99
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||||
name: normalized accuracy
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||||
source:
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url: >-
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=922-CA/Llama-3-natsuki-ddlc-8b-v1
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name: Open LLM Leaderboard
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||||
- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU (5-Shot)
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type: cais/mmlu
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config: all
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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||||
value: 64.75
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||||
name: accuracy
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||||
source:
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url: >-
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=922-CA/Llama-3-natsuki-ddlc-8b-v1
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 45.41
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source:
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url: >-
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=922-CA/Llama-3-natsuki-ddlc-8b-v1
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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||||
value: 78.77
|
||||
name: accuracy
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||||
source:
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url: >-
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||||
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=922-CA/Llama-3-natsuki-ddlc-8b-v1
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GSM8k (5-shot)
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type: gsm8k
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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||||
value: 41.85
|
||||
name: accuracy
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||||
source:
|
||||
url: >-
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https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=922-CA/Llama-3-natsuki-ddlc-8b-v1
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name: Open LLM Leaderboard
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datasets:
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- 922-CA/NaChA_v1
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---
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# Llama-3-Natsuki-DDLC-8b-v1
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* Model fine-tuned for Natsuki character from DDLC
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* Base: [LLaMA-3](https://huggingface.co/meta-llama/Meta-Llama-3-8B)
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* [GGUFs](https://huggingface.co/922-CA/Llama-3-natsuki-ddlc-8b-v1-gguf)
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### USAGE
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For best results: replace "Human" and "Assistant" with "Player" and "Natsuki" like so:
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\nPlayer: (prompt)\nNatsuki:
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### HYPERPARAMS
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* Trained for 1 epoch
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* rank: 32
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* lora alpha: 32
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* lora dropout: 0
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* lr: 2e-4
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* batch size: 2
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* grad steps: 4
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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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### WARNINGS AND DISCLAIMERS
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This model is meant to closely reflect the characteristics of Natsuki. Despite this, there is always the chance that "Natsuki" will hallucinate and get information about herself wrong or act out of character.
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Finally, this model is not guaranteed to output aligned or safe outputs, use at your own risk.
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_922-CA__Llama-3-natsuki-ddlc-8b-v1)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |62.02|
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|AI2 Reasoning Challenge (25-Shot)|60.32|
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|HellaSwag (10-Shot) |80.99|
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|MMLU (5-Shot) |64.75|
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|TruthfulQA (0-shot) |45.41|
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|Winogrande (5-shot) |78.77|
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|GSM8k (5-shot) |41.85|
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config.json
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{
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"_name_or_path": "unsloth/llama-3-8b-bnb-4bit",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": 128001,
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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": 8192,
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"model_type": "llama",
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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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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
|
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"rope_scaling": null,
|
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"rope_theta": 500000.0,
|
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"tie_word_embeddings": false,
|
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"torch_dtype": "float16",
|
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"transformers_version": "4.40.2",
|
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"unsloth_version": "2024.5",
|
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"use_cache": true,
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"vocab_size": 128256
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}
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.40.2"
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||||
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||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
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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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|
||||
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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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|
||||
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|
||||
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|
||||
}
|
||||
}
|
||||
410563
tokenizer.json
Normal file
410563
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
2063
tokenizer_config.json
Normal file
2063
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user