Technology · LLMs → Fine-tuning · Open Source · wiki:stub
LlamaFactory
This pack is still a wiki stub. Opening text below if present; full article bands appear after deepen (`Wiki-status: deep`).
LlamaFactory is a unified efficient fine-tuning toolkit for 100+ LLMs and VLMs (LoRA/QLoRA and related methods). It is a practical model-factory companion to Axolotl/Unsloth. Use when the OS needs domain-adapted models (estimating language, invoice fields) and you want one harness across many base models. Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024). In this catalog, LlamaFactory is treated as a first-class stack choice: read the primary sources and evidence table before wiring it into a corridor, and prefer measured fit over fashion when peers cover the same job.
Research inventory
9 tags · 6 out · 7 in · 3 artifacts · 1 gaps · 12 corpus docs
Catalog tags
- landscape.layer
- LLMs
- landscape.subcategory
- Fine-tuning
- license_tag
- Open Source
- maps.dm
- absent
- maps.features
- 4
- one_liner
- Fine-tuning
- review.depth
- science
- slug
- llamafactory
- title
- LlamaFactory
Artifacts
- dm_map · absent
- features_map · present · technologies/llamafactory/features.md
- readme · present · technologies/llamafactory/README.md
Out · alternative_to
Out · maps_to
- bring-your-own-modelfeature
- learning-adaptationfeature
- model-flexibility-routingfeature
- r2-08-self-learningfeature
In · alternative_to
In · in_stack
- llms-fine-tuningstack · alternative_slot
In · maps_to
- bring-your-own-modelfeature
- learning-adaptationfeature
- model-flexibility-routingfeature
- r2-08-self-learningfeature
Corpus tags
- category
- LLMs → Fine-tuning
- dedication
- open-source
- feature
- bring-your-own-modellearning-adaptationmodel-flexibility-routingr2-08-self-learning
- kind
- map_edgetech_featurestech_quotetech_readme
- needs_deepen
- false
- quality
- ok
- slug
- llamafactory
- source_id
- llamafactory-docsllamafactory-githubunsloth-contrast
- technology
- llamafactory
Corpus documents (12)
map_edge · 4
- llamafactory → bring-your-own-model
- llamafactory → learning-adaptation
- llamafactory → model-flexibility-routing
- llamafactory → r2-08-self-learning
tech_features · 1
- LlamaFactory · features
tech_quote · 6
- LlamaFactory · llamafactory-docs
- LlamaFactory · llamafactory-docs
- LlamaFactory · llamafactory-github
- LlamaFactory · llamafactory-github
- LlamaFactory · unsloth-contrast
- LlamaFactory · unsloth-contrast
tech_readme · 1
- LlamaFactory