LiquidAI/LFM2.5-2.6B-DSpark-GGUF
Updated 4 min ago · first seen 11 Sept 2026
model_01M294YZ0T0KQAPPBWHAQH7D7A
- Parameters
- 2.6B
- T2 · 4 min ago
- Released
- 19 Aug 2026
- T2 · 4 min ago
- License
- other
- T2 · 4 min ago
Specification
- Release date
- 19 Aug 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Openness
- open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 34 min agomedium
- License
- other
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Parameters
- 2.6B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Base model
- LiquidAI/LFM2.5-2.6B-DSpark
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Quantization format
- gguf
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Hugging Face repo
- LiquidAI/LFM2.5-2.6B-DSpark-GGUF
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 34 min agomedium
- Pipeline tag
- text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 34 min agomedium
- Model card
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 34 min agomedium
- Downloads
- 110,965
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Likes
- 49
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Gated
- No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Is quantized
- Yes
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Last modified
- 2026-08-21T10:28:48+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 34 min agomedium
- Library name
- llama.cpp
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- License url
- LICENSE
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Downloads all time
- 110,965
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 min agomedium
- Tags
- llama.cpp, gguf, speculative-decoding, dspark, lfm2, draft-model, text-generation
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 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
18
Source tiers
T218
Freshest observation
4 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.
No structured attributes yet.
No benchmark results recorded
Current prices
No current prices recorded
Price history
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-DSparkLiquid AI
This model
LiquidAI/LFM2.5-2.6B-DSpark-GGUF
2.6B params
Quantizations 0
None recorded.
Descendants 0
None recorded.
Papers 0
No papers linked yet.
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
Release daterelease_date1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 19 Aug 2026 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Opennessopenness1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| open-weights | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Licenselicense1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| other | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Parametersparameter_count2
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 2.6B | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
| 327.7M | → | superseded | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Base modelbase_model1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| LiquidAI/LFM2.5-2.6B-DSpark | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Quantization formatquant_format1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| gguf | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Hugging Face repohf_repo1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| LiquidAI/LFM2.5-2.6B-DSpark-GGUF | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Pipeline tagpipeline_tag1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| text-generation | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Model cardmodel_card_url1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| https://huggingface.co/LiquidAI/LFM2.5-2.6B-DSpark-GGUF | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Downloadsmetric.downloads1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 110,965 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Likesmetric.likes1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 49 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Gatedgated1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| No | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Is quantizedis_quantized1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| Yes | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Last modifiedlast_modified1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 2026-08-21T10:28:48+00:00 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Library namelibrary_name1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| llama.cpp | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
License urllicense_url1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| LICENSE | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Downloads all timemetric.downloads_all_time1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 110,965 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
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 →
LiquidAI/LFM2.5-2.6B-DSpark-GGUF: parameter count changed from 327707521 to 2600000000
Parameters327.7M→2.6BhuggingfaceNew model: LiquidAI/LFM2.5-2.6B-DSpark-GGUF (Liquid AI)
huggingface
| Source | Document | Type | Tier | Last observed | Snapshots |
|---|---|---|---|---|---|
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/LiquidAI/LFM2.5-2.6B-DSpark-GGUF | model_page | T2· Quality secondary | 4 min ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/models?author=LiquidAI&p=0&sort=downloads | listing | T2· Quality secondary | 31 min ago | 1 |
Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.