Phi 1 5 Lora Tuned Sft Dolly by eduardo-alvarez

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  Adapter Base model:adapter:microsoft/p...   Base model:microsoft/phi-1 5 Dataset:databricks/databricks-...   Dataset:generator   Dolly   Finetuned   Generated from trainer   Ipex   Lora   Max series gpu   Peft   Region:us   Safetensors   Sft   Trl

Phi 1 5 Lora Tuned Sft Dolly Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi 1 5 Lora Tuned Sft Dolly (eduardo-alvarez/phi-1_5-lora-tuned-sft-dolly)

Phi 1 5 Lora Tuned Sft Dolly Parameters and Internals

Training Details 
Data Sources:
generator, databricks/databricks-dolly-15k
Hardware Used:
Intel Max 1550 GPU
LLM NamePhi 1 5 Lora Tuned Sft Dolly
Repository ๐Ÿค—https://huggingface.co/eduardo-alvarez/phi-1_5-lora-tuned-sft-dolly 
Base Model(s)  Phi 1 5   microsoft/phi-1_5
Required VRAM0 GB
Updated2025-02-22
Maintainereduardo-alvarez
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licensemit
Model Max Length2048
Is Biasednone
Tokenizer ClassCodeGenTokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj|k_proj
LoRA Alpha32
LoRA Dropout0.1
R Param8

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Note: green Score (e.g. "73.2") means that the model is better than eduardo-alvarez/phi-1_5-lora-tuned-sft-dolly.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227