LFM2 Technical Report
Paper
• 2511.23404 • Published
• 54
AI & ML interests
A new generation of foundation models from first principles.
Recent Activity
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Fix TTS bug - Error: input 'depth_slices_in' is missing in 'feeds'.
#3 opened about 5 hours ago
by
Paulescu
Error: input 'depth_slices_in' is missing in 'feeds'.
1
#2 opened 5 days ago
by
zeemyself
Fix TTS bug - Error: input 'depth_slices_in' is missing in 'feeds'.
#3 opened about 5 hours ago
by
Paulescu
mlabonne
authored 2 papers about 2 months ago
Post
7597
New family of 1B models just dropped!
> LiquidAI/LFM2.5-1.2B-Base: 10T → 28T tokens
> LiquidAI/LFM2.5-1.2B-Instruct: new large-scale multi-stage RL
> LiquidAI/LFM2.5-1.2B-JP: our most polite model
> LiquidAI/LFM2.5-VL-1.6B: multi-image multilingual
> LiquidAI/LFM2.5-Audio-1.5B: 8x times faster, no quality loss
Super proud of this release 🤗
> LiquidAI/LFM2.5-1.2B-Base: 10T → 28T tokens
> LiquidAI/LFM2.5-1.2B-Instruct: new large-scale multi-stage RL
> LiquidAI/LFM2.5-1.2B-JP: our most polite model
> LiquidAI/LFM2.5-VL-1.6B: multi-image multilingual
> LiquidAI/LFM2.5-Audio-1.5B: 8x times faster, no quality loss
Super proud of this release 🤗
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- 3 replies
ykhrustalev
authored a paper 2 months ago
adityatadimeti
authored a paper 3 months ago
fernandofernandes
authored 3 papers 3 months ago
Spectrum: Targeted Training on Signal to Noise Ratio
Paper
• 2406.06623 • Published
• 15
Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation
Paper
• 2406.14971 • Published
Training-Free Tokenizer Transplantation via Orthogonal Matching Pursuit
Paper
• 2506.06607 • Published
• 2
zetianli
authored a paper 3 months ago
fernandofernandes
authored a paper 3 months ago
kohsei
authored a paper 3 months ago
sam-paech
authored 3 papers 5 months ago
EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models
Paper
• 2312.06281 • Published
• 2
Democratizing Diplomacy: A Harness for Evaluating Any Large Language Model on Full-Press Diplomacy
Paper
• 2508.07485 • Published
• 10
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
Paper
• 2510.15061 • Published
• 1
Post
8378
LiquidAI/LFM2-8B-A1B just dropped!
8.3B params with only 1.5B active/token 🚀
> Quality ≈ 3–4B dense, yet faster than Qwen3-1.7B
> MoE designed to run on phones/laptops (llama.cpp / vLLM)
> Pre-trained on 12T tokens → strong math/code/IF
8.3B params with only 1.5B active/token 🚀
> Quality ≈ 3–4B dense, yet faster than Qwen3-1.7B
> MoE designed to run on phones/laptops (llama.cpp / vLLM)
> Pre-trained on 12T tokens → strong math/code/IF
- 1 reply
Post
3843
⚛️ New drop of tiny task-specific models!
Want to do data extraction, translation, RAG, tool use, or math on a Raspberry Pi? We got you covered! ✅
These tiny models were fine-tuned to perform narrow tasks extremely well, making them competitive with much larger models.
You can deploy them today on-device or even on GPUs for big data operations!
LiquidAI/liquid-nanos-68b98d898414dd94d4d5f99a
Want to do data extraction, translation, RAG, tool use, or math on a Raspberry Pi? We got you covered! ✅
These tiny models were fine-tuned to perform narrow tasks extremely well, making them competitive with much larger models.
You can deploy them today on-device or even on GPUs for big data operations!
LiquidAI/liquid-nanos-68b98d898414dd94d4d5f99a
- 1 reply
nathanrchn
authored a paper 6 months ago