bofenghuang
commited on
Commit
•
4bd59ac
1
Parent(s):
36fef85
Update v3.0
Browse files- README.md +4 -20
- adapter_config.json +0 -22
- config.json +24 -0
- generation_config.json +7 -0
- runs/1/events.out.tfevents.1683597421.koios.zaion.ai.956903.2 → pytorch_model-00001-of-00002.bin +2 -2
- adapter_model.bin → pytorch_model-00002-of-00002.bin +2 -2
- pytorch_model.bin.index.json +330 -0
- runs/1/1683543576.8404589/events.out.tfevents.1683543576.koios.zaion.ai.956903.1 +0 -3
- runs/1/events.out.tfevents.1683543576.koios.zaion.ai.956903.0 +0 -3
- special_tokens_map.json +23 -0
- tokenizer_config.json +34 -0
README.md
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pipeline_tag: text-generation
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library_name: transformers
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tags:
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- alpaca
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- llama
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- LLM
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datasets:
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- tatsu-lab/alpaca
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inference: false
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---
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<p align="center" width="100%">
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<img src="https://huggingface.co/bofenghuang/vigogne-instruct
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</p>
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# Vigogne-
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Vigogne-
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For more information, please visit the Github repo: https://github.com/bofenghuang/vigogne
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This repo only contains the low-rank adapter. In order to access the complete model, you also need to load the base LLM model and tokenizer.
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```python
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from transformers import LlamaForCausalLM, LlamaTokenizer
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base_model_name_or_path = "name/or/path/to/hf/llama/7b/model"
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lora_model_name_or_path = "bofenghuang/vigogne-instruct-7b"
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tokenizer = LlamaTokenizer.from_pretrained(base_model_name_or_path, padding_side="right", use_fast=False)
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model = LlamaForCausalLM.from_pretrained(
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base_model_name_or_path,
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load_in_8bit=True,
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torch_dtype=torch.float16,
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device_map="auto",
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)
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model = PeftModel.from_pretrained(model, lora_model_name_or_path)
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```
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You can infer this model by using the following Google Colab Notebook.
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pipeline_tag: text-generation
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library_name: transformers
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tags:
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- llama
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- LLM
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inference: false
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---
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<p align="center" width="100%">
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<img src="https://huggingface.co/bofenghuang/vigogne-7b-instruct/resolve/main/vigogne_logo.png" alt="Vigogne" style="width: 40%; min-width: 300px; display: block; margin: auto;">
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</p>
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# Vigogne-7B-Instruct: A French Instruction-following LLaMA Model
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Vigogne-7B-Instruct is a LLaMA-7B model fine-tuned to follow the French instructions.
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For more information, please visit the Github repo: https://github.com/bofenghuang/vigogne
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This repo only contains the low-rank adapter. In order to access the complete model, you also need to load the base LLM model and tokenizer.
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```python
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```
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You can infer this model by using the following Google Colab Notebook.
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adapter_config.json
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{
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"base_model_name_or_path": "huggyllama/llama-7b",
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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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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"target_modules": [
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"q_proj",
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"v_proj",
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"k_proj",
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"o_proj",
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"gate_proj",
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"down_proj",
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"up_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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config.json
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{
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"_name_or_path": "huggyllama/llama-7b",
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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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": 11008,
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"max_position_embeddings": 2048,
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"max_sequence_length": 2048,
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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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"pad_token_id": 0,
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"rms_norm_eps": 1e-06,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.28.1",
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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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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.28.1"
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}
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runs/1/events.out.tfevents.1683597421.koios.zaion.ai.956903.2 → pytorch_model-00001-of-00002.bin
RENAMED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:4234ec8bf71641ae6d55904e941bdaf21034af3004b433d56b93aace55adc136
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size 9976634558
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adapter_model.bin → pytorch_model-00002-of-00002.bin
RENAMED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:87f240d24a8c796ffaff43a37b4bdaba220dc32050ef3f602702e4297ed97a48
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size 3500315539
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pytorch_model.bin.index.json
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