Updated 2 h ago · first seen 11 Sept 2026
model_01M294ZWFP8QTPSR2JMRMFKBK2
- Parameters
- 595.8M
- T2 · 4 h ago
- Released
- 13 Mar 2026
- T2 · 3 h ago
- License
- mit
- T2 · 3 h ago
Specification
- Release date
- 13 Mar 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Openness
- open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
- License
- mit
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Architecture
- PPLXQwen3Model
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Parameters
- 595.8M
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
- Base model
- perplexity-ai/pplx-embed-v1-0.6b
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- File size
- 2.4 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Hugging Face repo
- perplexity-ai/pplx-embed-v1-late-0.6b
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
- Pipeline tag
- feature-extraction
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
- Model card
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
- Downloads
- 1,807
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- Likes
- 32
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
- Gated
- No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Last modified
- 2026-08-17T16:38:19+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
- Library name
- sentence-transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Downloads all time
- 12,104
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Model type
- bidirectional_pplx_qwen3
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Tags
- sentence-transformers, safetensors, bidirectional_pplx_qwen3, multi-vector, feature-extraction, custom_code, late-interaction, maxsim, pylate, kernels, text-embeddings-inference
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
- Weights dtype
- F32
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h 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
19
Source tiers
T219
Freshest observation
2 h 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 |
|---|---|---|---|---|
| NVIDIA DGX B200 | 4bit | 1,440 GB | 0.8 GB | Yes |
| Apple M3 Ultra | 4bit | — | 0.8 GB | Yes |
| Mac Studio (Apple M5 Ultra) | 4bit | — | 0.8 GB | Yes |
| AMD Instinct MI325X | 4bit | 256 GB | 0.8 GB | Yes |
| AMD Instinct MI300X | 4bit | 192 GB | 0.8 GB | Yes |
| Apple M2 Ultra | 4bit | — | 0.8 GB | Yes |
| NVIDIA B200 | 4bit | 180 GB | 0.8 GB | Yes |
| NVIDIA H200 | 4bit | 141 GB | 0.8 GB | Yes |
| NVIDIA H200 NVL | 4bit | 141 GB | 0.8 GB | Yes |
| Apple M1 Ultra | 4bit | — | 0.8 GB | Yes |
| Apple M3 Max | 4bit | — | 0.8 GB | Yes |
| Apple M4 Max | 4bit | — | 0.8 GB | Yes |
| Mac Studio (Apple M5 Max) | 4bit | — | 0.8 GB | Yes |
| MacBook Pro (Apple M5 Max) | 4bit | — | 0.8 GB | Yes |
| NVIDIA DGX Spark | 4bit | 128 GB | 0.8 GB | Yes |
| Apple M2 Max | 4bit | — | 0.8 GB | Yes |
| NVIDIA H100 NVL | 4bit | 94 GB | 0.8 GB | Yes |
| NVIDIA A100 80GB | 4bit | 80 GB | 0.8 GB | Yes |
| NVIDIA H100 SXM | 4bit | 80 GB | 0.8 GB | Yes |
| Apple M1 Max | 4bit | — | 0.8 GB | Yes |
| Apple M4 Pro | 4bit | — | 0.8 GB | Yes |
| Mac mini (Apple M5 Pro) | 4bit | — | 0.8 GB | Yes |
| MacBook Pro (Apple M5 Pro) | 4bit | — | 0.8 GB | Yes |
| Apple M3 Pro | 4bit | — | 0.8 GB | Yes |
| Apple M1 Pro | 4bit | — | 0.8 GB | Yes |
| Apple M2 Pro | 4bit | — | 0.8 GB | Yes |
| Apple M4 | 4bit | — | 0.8 GB | Yes |
| iMac (Apple M4) | 4bit | — | 0.8 GB | Yes |
| Mac mini (Apple M6) | 4bit | — | 0.8 GB | Yes |
| MacBook Air (Apple M5) | 4bit | — | 0.8 GB | Yes |
| MacBook Pro (Apple M5) | 4bit | — | 0.8 GB | Yes |
| NVIDIA GeForce RTX 5090 | 4bit | 32 GB | 0.8 GB | Yes |
| Apple M2 | 4bit | — | 0.8 GB | Yes |
| Apple M3 | 4bit | — | 0.8 GB | Yes |
| NVIDIA GeForce RTX 3090 | 4bit | 24 GB | 0.8 GB | Yes |
| NVIDIA GeForce RTX 4090 | 4bit | 24 GB | 0.8 GB | Yes |
| Apple M1 | 4bit | — | 0.8 GB | Yes |
Ancestors 1
This model
pplx-embed-v1-late-0.6b
595.8M params
Quantizations 0
None recorded.
Descendants 0
None recorded.
Papers 1
- arXiv:2602.11151Active35
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 · Architecture
Architecturearchitecture1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| PPLXQwen3Model | → 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 →
New model: pplx-embed-v1-late-0.6b (Perplexity AI)
huggingface
| Source | Document | Type | Tier | Last observed | Snapshots |
|---|---|---|---|---|---|
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/models?author=perplexity-ai&p=0&sort=downloads | listing | T2· Quality secondary | 2 h ago | 3 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/perplexity-ai/pplx-embed-v1-late-0.6b/raw/main/README.md | model_card | T2· Quality secondary | 2 h ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/perplexity-ai/pplx-embed-v1-late-0.6b | model_page | T2· Quality secondary | 3 h ago | 1 |
Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.