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Python Sft 50K R64 A16 D0.05 E1 by stojchet

 »  All LLMs  »  stojchet  »  Python Sft 50K R64 A16 D0.05 E1   URL Share it on

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  Adapter Base model:adapter:deepseek-ai... Base model:deepseek-ai/deepsee...   Codegen   Dataset:generator   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Sft   Trl
Model Card on HF 🤗: https://huggingface.co/stojchet/python-sft-50k-r64-a16-d0.05-e1 

Python Sft 50K R64 A16 D0.05 E1 Benchmarks

LLME Score: 0.19254
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Python Sft 50K R64 A16 D0.05 E1 (stojchet/python-sft-50k-r64-a16-d0.05-e1)

Python Sft 50K R64 A16 D0.05 E1 Parameters and Internals

Training Details 
Data Sources:
generator
LLM NamePython Sft 50K R64 A16 D0.05 E1
Repository 🤗https://huggingface.co/stojchet/python-sft-50k-r64-a16-d0.05-e1 
Base Model(s)  deepseek-ai/deepseek-coder-1.3b-base   deepseek-ai/deepseek-coder-1.3b-base
Model Size1.3b
Required VRAM0.1 GB
Updated2024-11-15
Maintainerstojchet
Model Files  0.1 GB   0.0 GB
Generates CodeYes
Model ArchitectureAdapter
Licenseother
Model Max Length16384
Is Biasedlora_only
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param64

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Python Sft R64 A16 D0.050K / 0.1 GB00
Python Sft R64 A16 D0.10K / 0.1 GB00
Note: green Score (e.g. "73.2") means that the model is better than stojchet/python-sft-50k-r64-a16-d0.05-e1.

Rank the Python Sft 50K R64 A16 D0.05 E1 Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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