Instructions to use CCBD-Interns/Mechinterp-old-Model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use CCBD-Interns/Mechinterp-old-Model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="CCBD-Interns/Mechinterp-old-Model")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("CCBD-Interns/Mechinterp-old-Model") model = AutoModelForCausalLM.from_pretrained("CCBD-Interns/Mechinterp-old-Model") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use CCBD-Interns/Mechinterp-old-Model with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "CCBD-Interns/Mechinterp-old-Model" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "CCBD-Interns/Mechinterp-old-Model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/CCBD-Interns/Mechinterp-old-Model
- SGLang
How to use CCBD-Interns/Mechinterp-old-Model with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "CCBD-Interns/Mechinterp-old-Model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "CCBD-Interns/Mechinterp-old-Model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "CCBD-Interns/Mechinterp-old-Model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "CCBD-Interns/Mechinterp-old-Model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use CCBD-Interns/Mechinterp-old-Model with Docker Model Runner:
docker model run hf.co/CCBD-Interns/Mechinterp-old-Model
Training in progress, step 500
Browse files- config.json +34 -0
- generation_config.json +12 -0
- model.safetensors +3 -0
- tokenizer.json +141 -0
- tokenizer_config.json +11 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"activation_function": "gelu_new",
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"add_cross_attention": false,
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 1,
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"dtype": "float32",
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"embd_pdrop": 0.1,
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"eos_token_id": 2,
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| 12 |
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_embd": 256,
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"n_head": 4,
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"n_inner": 1024,
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"n_layer": 4,
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"n_positions": 256,
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"pad_token_id": 0,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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| 23 |
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"scale_attn_by_inverse_layer_idx": false,
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| 24 |
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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| 27 |
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"tie_word_embeddings": true,
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"transformers_version": "5.12.1",
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"use_cache": false,
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"vocab_size": 47
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": [
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2
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],
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"output_attentions": false,
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"output_hidden_states": false,
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"pad_token_id": 0,
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"transformers_version": "5.12.1",
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"use_cache": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:16e7ae653908ec1097f2131d006e20e1231f2157e53bfd38a7e180a9f47bd980
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size 12953576
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tokenizer.json
ADDED
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{
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"version": "1.0",
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| 3 |
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"truncation": null,
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| 4 |
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"padding": {
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| 5 |
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"strategy": "BatchLongest",
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| 6 |
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"direction": "Left",
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| 7 |
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"pad_to_multiple_of": null,
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| 8 |
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"pad_id": 0,
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| 9 |
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"pad_type_id": 0,
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| 10 |
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"pad_token": "<pad>"
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},
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"added_tokens": [
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{
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"id": 0,
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"content": "<pad>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 1,
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"content": "<bos>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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| 30 |
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},
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| 31 |
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{
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"id": 2,
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"content": "<eos>",
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| 34 |
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"single_word": false,
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| 35 |
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"lstrip": false,
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| 36 |
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"rstrip": false,
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| 37 |
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"normalized": false,
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| 38 |
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"special": true
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| 39 |
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},
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| 40 |
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{
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| 41 |
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"id": 3,
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| 42 |
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"content": "<unk>",
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| 43 |
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"single_word": false,
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| 44 |
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"lstrip": false,
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| 45 |
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"rstrip": false,
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| 46 |
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"normalized": false,
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| 47 |
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"special": true
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| 48 |
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}
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| 49 |
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],
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| 50 |
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"normalizer": null,
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| 51 |
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"pre_tokenizer": {
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| 52 |
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"type": "Split",
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| 53 |
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"pattern": {
|
| 54 |
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"Regex": "[\\s\\S]"
|
| 55 |
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},
|
| 56 |
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"behavior": "Isolated",
|
| 57 |
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"invert": false
|
| 58 |
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},
|
| 59 |
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"post_processor": {
|
| 60 |
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"type": "TemplateProcessing",
|
| 61 |
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"single": [
|
| 62 |
+
{
|
| 63 |
+
"Sequence": {
|
| 64 |
+
"id": "A",
|
| 65 |
+
"type_id": 0
|
| 66 |
+
}
|
| 67 |
+
}
|
| 68 |
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],
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| 69 |
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"pair": [
|
| 70 |
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{
|
| 71 |
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"Sequence": {
|
| 72 |
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"id": "A",
|
| 73 |
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"type_id": 0
|
| 74 |
+
}
|
| 75 |
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},
|
| 76 |
+
{
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| 77 |
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"Sequence": {
|
| 78 |
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"id": "B",
|
| 79 |
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"type_id": 1
|
| 80 |
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}
|
| 81 |
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}
|
| 82 |
+
],
|
| 83 |
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"special_tokens": {}
|
| 84 |
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},
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| 85 |
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"decoder": {
|
| 86 |
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"type": "Fuse"
|
| 87 |
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},
|
| 88 |
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"model": {
|
| 89 |
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"type": "WordLevel",
|
| 90 |
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"vocab": {
|
| 91 |
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"<pad>": 0,
|
| 92 |
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"<bos>": 1,
|
| 93 |
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"<eos>": 2,
|
| 94 |
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"<unk>": 3,
|
| 95 |
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"\n": 4,
|
| 96 |
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"+": 5,
|
| 97 |
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"0": 6,
|
| 98 |
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"1": 7,
|
| 99 |
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"2": 8,
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| 100 |
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"3": 9,
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| 101 |
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"4": 10,
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| 102 |
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"5": 11,
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| 103 |
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"6": 12,
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| 104 |
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"7": 13,
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| 105 |
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"8": 14,
|
| 106 |
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"9": 15,
|
| 107 |
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"=": 16,
|
| 108 |
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"٠": 17,
|
| 109 |
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"١": 18,
|
| 110 |
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"٢": 19,
|
| 111 |
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"٣": 20,
|
| 112 |
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"٤": 21,
|
| 113 |
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"٥": 22,
|
| 114 |
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"٦": 23,
|
| 115 |
+
"٧": 24,
|
| 116 |
+
"٨": 25,
|
| 117 |
+
"٩": 26,
|
| 118 |
+
"०": 27,
|
| 119 |
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"१": 28,
|
| 120 |
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"२": 29,
|
| 121 |
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"३": 30,
|
| 122 |
+
"४": 31,
|
| 123 |
+
"५": 32,
|
| 124 |
+
"६": 33,
|
| 125 |
+
"७": 34,
|
| 126 |
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"८": 35,
|
| 127 |
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"९": 36,
|
| 128 |
+
"一": 37,
|
| 129 |
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"七": 38,
|
| 130 |
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"三": 39,
|
| 131 |
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"九": 40,
|
| 132 |
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"二": 41,
|
| 133 |
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"五": 42,
|
| 134 |
+
"八": 43,
|
| 135 |
+
"六": 44,
|
| 136 |
+
"四": 45,
|
| 137 |
+
"零": 46
|
| 138 |
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},
|
| 139 |
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"unk_token": "<unk>"
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| 140 |
+
}
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| 141 |
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}
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tokenizer_config.json
ADDED
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@@ -0,0 +1,11 @@
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{
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| 2 |
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"backend": "tokenizers",
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| 3 |
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"bos_token": "<bos>",
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| 4 |
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"eos_token": "<eos>",
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| 5 |
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"is_local": false,
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| 6 |
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"local_files_only": false,
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| 7 |
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"model_max_length": 1000000000000000019884624838656,
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| 8 |
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"pad_token": "<pad>",
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| 9 |
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"tokenizer_class": "TokenizersBackend",
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| 10 |
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"unk_token": "<unk>"
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| 11 |
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}
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:98df703cae131f341c3e77ea1501564987302367867b74ee44f234b92e5305e9
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| 3 |
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size 5265
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