Llama alternatives
6 fine-tuning tools in the same lane as Llama, ranked by editorial score.
L3
Llama 3
Writing · Llama 3 / 3.1 (8B, 70B, 405B)
8.3
Meta's open-weights LLM family that put serious frontier-adjacent models in everyone's hands.
Free· Weights free under Meta Llama Community License; inference cost via self-hosting or 3rd-party providerschatlong-context reasoning
TA
Together AI
FeaturedFine-tuning · Llama / Mistral / Qwen / DeepSeek and others
8.6
Fine-tune & serve open-weight models (Llama, Mistral, DeepSeek).
Paid· Pay-per-token; fine-tuning per-tokenopen modelsfine-tuning
LF
LLaMA Factory
Fine-tuning · Multi-model (LLaMA, Mistral, Qwen, Gemma, Phi, LLaVA, ChatGLM, Yi)
7.2
Open-source, no-code WebUI for fine-tuning 100+ open LLMs with LoRA, QLoRA, DPO, and PPO.
Free· Free, open-source (Apache-2.0); self-hostedlora-fine-tuningqlora
RE
Replicate
Fine-tuning · Thousands of community + first-party models
8.5
One-API platform for running and fine-tuning open-source models.
Paid· Pay-per-second of GPU timemodel hostingfine-tuning
VL
vLLM
Fine-tuning · Multi-model (open-weight LLMs: Llama, Qwen, DeepSeek, Mistral, Gemma, Phi, etc.)
8.3
Open-source high-throughput inference engine for serving LLMs with PagedAttention and continuous batching.
Free· Free and open-source (Apache 2.0); self-hosted infrastructure costs applyllm-servingself-hosted-inference
FA
Fireworks AI
Fine-tuning · Multi-model (DeepSeek, Qwen, GLM, Kimi, Gemma, Minimax, others)
7.9
Production inference and fine-tuning platform for open-source LLMs, tuned for speed and enterprise economics.
Freemium· Free signup credits; pay-per-token from ~$0.14/M in; enterprise reserved capacity on requestllm-fine-tuningserverless-inference