Text Generation
PEFT
Safetensors
English
gemma
gemma2
lora
qlora
ai-safety
alignment
epistemology
instrument-trap
fine-tuned
scale-maximum
conversational
Instructions to use LumenSyntax/logos21-gemma2-27b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use LumenSyntax/logos21-gemma2-27b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/gemma-2-27b-it-bnb-4bit") model = PeftModel.from_pretrained(base_model, "LumenSyntax/logos21-gemma2-27b") - Notebooks
- Google Colab
- Kaggle
Upload training_metadata.json with huggingface_hub
Browse files- training_metadata.json +35 -0
training_metadata.json
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{
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"model": "logos21-gemma2-27b",
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"base_model": "google/gemma-2-27b-it",
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"base_model_quantized": "unsloth/gemma-2-27b-it-bnb-4bit",
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"method": "QLoRA (4-bit NF4 + LoRA)",
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"framework": "unsloth",
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"lora_rank": 64,
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"lora_alpha": 64,
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"lora_target_modules": [
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"q_proj",
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"k_proj",
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"v_proj",
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"o_proj",
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"gate_proj",
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"up_proj",
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"down_proj"
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],
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"epochs": 3,
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"effective_batch_size": 8,
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"learning_rate": 0.0002,
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"lr_scheduler": "cosine",
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"max_seq_length": 2048,
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"dataset": "logos_gemma2_27b_nothink.jsonl",
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"dataset_size": 860,
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"dataset_composition": {
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"core_israel_protocol": 635,
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"meta_pattern": 45,
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"domain_transfer": 155,
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"ka_gap_targeting": 25
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},
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"train_on_responses_only": true,
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"think_blocks": "stripped (no-think variant)",
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"final_loss": 0.8026918817978398,
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"runtime_seconds": 1335.9304
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}
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