MakazhanAlpamys

MakazhanAlpamys/Soup

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

100 good first / help-wanted issues · Python · last activity Jul 1, 2026

72 stars 20 forks 72 watchers Python Apache License 2.0
artificial-intelligence cli dpo fine-tuning finetuning gguf huggingface llm llmops local-llm lora machine-learning model-finetuning ollama peft python pytorch qlora sft transformers
100 Open Issues Need Help Last updated: Jul 1, 2026

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bug help wanted good first issue difficulty:2
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
bug good first issue claimed difficulty:1
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
bug help wanted claimed difficulty:2
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement help wanted infra-blocked difficulty:9
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement help wanted infra-blocked difficulty:7
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement help wanted infra-blocked difficulty:9
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
documentation good first issue claimed difficulty:1
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement help wanted infra-blocked difficulty:7
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement help wanted infra-blocked difficulty:7
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement help wanted infra-blocked difficulty:7
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement good first issue
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
enhancement good first issue claimed
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers
MakazhanAlpamys/Soup
72

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

Python
#artificial-intelligence#cli#dpo#fine-tuning#finetuning#gguf#huggingface#llm#llmops#local-llm#lora#machine-learning#model-finetuning#ollama#peft#python#pytorch#qlora#sft#transformers