Updated 38 min ago · first seen 11 Sept 2026
model_01M294WVRY9NNJ1G9WZX2WNC60
- Parameters
- 2.7B
- T2 · 1 h ago
- Released
- 28 Jul 2026
- T2 · 38 min ago
- License
- other
- T2 · 38 min ago
Specification
- Release date
- 28 Jul 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Openness
- open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- License
- other
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Architecture
- Lfm2ForCausalLM
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Parameters
- 2.7B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Languages
- ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Base model
- LiquidAI/LFM2.5-2.6B-Base
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- File size
- 5.4 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Hugging Face repo
- LiquidAI/LFM2.5-2.6B
Source:OpenRouter public model & pricing listingT2observed 1 h agomedium
- Pipeline tag
- text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Model card
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Downloads
- 108,352
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Likes
- 754
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Gated
- No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Last modified
- 2026-08-24T21:06:45+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
- Library name
- transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- License url
- LICENSE
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Downloads all time
- 230,380
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Model type
- lfm2
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Openrouter id
- liquid/lfm-2.5-2.6b
Source:OpenRouter public model & pricing listingT2observed 1 h agomedium
- Tags
- transformers, safetensors, lfm2, text-generation, liquid, lfm2.5, edge, ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
- Weights dtype
- BF16
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →
Provenance
Attributed facts
22
Source tiers
T222
Freshest observation
38 min ago
Conflicts
None
Modalities
Modalities unavailable.
Capabilities
Tool calling
Unavailable
Structured output
Unavailable
Reasoning
Unavailable
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable
No capability flags have been observed from a source yet — we do not infer them.
- Languages
- ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 38 min agomedium
No benchmark results recorded
Current prices
| Provider | Input / 1M | Output / 1M | Cached in | Batch in / out | Context | Observed | Source |
|---|---|---|---|---|---|---|---|
| OpenRouterliquid/lfm-2.5-2.6b:free | $0 | $0 | — | — | 65.5K | 1 h ago | openrouter.aiT2 |
USD per 1M tokens as published by each provider (USD). Rows are append-only: every change is kept in the history below.
Available through 1
Price history
Input price · USD / 1M tokens
Output price · USD / 1M tokens
- OpenRouter
Memory need = bytes per parameter (4-bit ≈ 0.5 × 1.15 overhead, 8-bit 1.0, fp16 2.0) + a KV-cache allowance. Not a measurement.
| Hardware | Quantization | Memory | Est. need | Fits |
|---|---|---|---|---|
| Apple M3 Ultra | 4bit | — | 2.0 GB | Yes |
| AMD Instinct MI325X | 4bit | 256 GB | 2.0 GB | Yes |
| AMD Instinct MI300X | 4bit | 192 GB | 2.0 GB | Yes |
| Apple M2 Ultra | 4bit | — | 2.0 GB | Yes |
| NVIDIA B200 | 4bit | 180 GB | 2.0 GB | Yes |
| NVIDIA H200 | 4bit | 141 GB | 2.0 GB | Yes |
| Apple M1 Ultra | 4bit | — | 2.0 GB | Yes |
| Apple M3 Max | 4bit | — | 2.0 GB | Yes |
| Apple M4 Max | 4bit | — | 2.0 GB | Yes |
| NVIDIA DGX Spark | 4bit | 128 GB | 2.0 GB | Yes |
| Apple M2 Max | 4bit | — | 2.0 GB | Yes |
| NVIDIA A100 80GB | 4bit | 80 GB | 2.0 GB | Yes |
| NVIDIA H100 SXM | 4bit | 80 GB | 2.0 GB | Yes |
| Apple M1 Max | 4bit | — | 2.0 GB | Yes |
| Apple M4 Pro | 4bit | — | 2.0 GB | Yes |
| Apple M3 Pro | 4bit | — | 2.0 GB | Yes |
| Apple M1 Pro | 4bit | — | 2.0 GB | Yes |
| Apple M2 Pro | 4bit | — | 2.0 GB | Yes |
| Apple M4 | 4bit | — | 2.0 GB | Yes |
| NVIDIA GeForce RTX 5090 | 4bit | 32 GB | 2.0 GB | Yes |
| Apple M2 | 4bit | — | 2.0 GB | Yes |
| Apple M3 | 4bit | — | 2.0 GB | Yes |
| NVIDIA GeForce RTX 3090 | 4bit | 24 GB | 2.0 GB | Yes |
| NVIDIA GeForce RTX 4090 | 4bit | 24 GB | 2.0 GB | Yes |
| Apple M1 | 4bit | — | 2.0 GB | Yes |
Ancestors 1
- LFM2.5-2.6B-BaseLiquid AI
Descendants 0
None recorded.
Papers 1
- arXiv:2511.23404Active35
Repositories 0
No repositories linked yet.
As of
Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.
Claim history · Tags
Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →
OpenRouter lists LFM2.5-2.6B (free) at $0 in / $0 out per 1M tokens
openrouter
| Source | Document | Type | Tier | Last observed | Snapshots |
|---|---|---|---|---|---|
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/LiquidAI/LFM2.5-2.6B | model_page | T2· Quality secondary | 38 min ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF | model_page | T2· Quality secondary | 39 min ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/models?author=LiquidAI&p=0&sort=downloads | listing | T2· Quality secondary | 1 h ago | 1 |
| OpenRouter public model & pricing listing | openrouter.ai/api/v1/models | catalogue | T2· Quality secondary | 1 h ago | 1 |
Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.