Downloads · 30 days
11
50% of all-time downloads
Revela-135M
trumancai/Revela-135M
Revela-135M is a machine learning model from trumancai. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
Revela-135M is a compact (135 M-parameter) variant of the Revela dense-retriever. It is ideal for resource-constrained environments while maintaining strong general-domain retrieval quality. Training used the same 320…
All-time downloads
22
Public
Repo size
156 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors156 MB · 100%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 13, 2025
- Updated
- Jun 12, 2025
- SHA
- 2a0ed129
Base models
Datasets
Model card
From the Hugging Face model README
Model Summary
Revela-135M is a compact (135 M-parameter) variant of the Revela dense-retriever.
It is ideal for resource-constrained environments while maintaining strong general-domain retrieval quality.
Training used the same 320 K Wikipedia batches with in-batch attention.
- Repository: TRUMANCFY/Revela
- Training Dataset: trumancai/revela_training_corpus
Other Links
| Binary | Description |
|---|---|
| trumancai/Revela-1b | 1 B-parameter variant (LLaMA-3.2-1B backbone). |
| trumancai/Revela-500M | 500 M-parameter variant (Qwen2.5-0.5B backbone). |
| trumancai/Revela-135M | ← current repo |
| trumancai/Revela-code-1b | 1 B-parameter code-retriever. |
| trumancai/Revela-code-500M | 500 M-parameter code-retriever. |
| trumancai/Revela-code-135M | 135 M-parameter code-retriever. |
| trumancai/revela_training_corpus | Wikipedia training corpus. |
| trumancai/revela_code_training_corpus | Code training corpus. |
Usage
from mteb.model_meta import ModelMeta
from mteb.models.repllama_models import RepLLaMAWrapper, _loader
import mteb, torch
revela_smol_135m = ModelMeta(
loader=_loader(
RepLLaMAWrapper,
base_model_name_or_path="HuggingFaceTB/SmolLM2-135M",
peft_model_name_or_path="trumancai/Revela-135M",
device_map="auto",
torch_dtype=torch.bfloat16,
),
name="trumancai/Revela-135M",
languages=["eng_Latn"],
open_source=True,
revision="c84848e2708dee28e9a58edaed78867537b489e3",
release_date="2024-04-13",
)
model = revela_smol_135m.loader()
mteb.MTEB(tasks=["SciFact", "NFCorpus"]).run(model=model, output_folder="results/Revela-135M")
License
Citation
- Library
- peft
- License
- apache-2.0
- Languages
- en
- Created
- Apr 13, 2025
- Updated
- Jun 12, 2025