Saba Passthrough 2 is an open-source language model by Sakalti. Features: 3.1b LLM, VRAM: 6.2GB, Context: 128K, License: apache-2.0, Merged, LLM Explorer Score: 0.19.
Merged Model Base model:finetune:sakalti/sa... Base model:sakalti/saba1.5-pro Conversational Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/Sakalti/Saba-Passthrough-2
Saba Passthrough 2 Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Saba Passthrough 2 Parameters and Internals
| LLM Name | Saba Passthrough 2 |
| Repository 🤗 | https://huggingface.co/Sakalti/Saba-Passthrough-2 |
| Base Model(s) | |
| Merged Model | Yes |
| Model Size | 3.1b |
| Required VRAM | 6.2 GB |
| Updated | 2026-05-16 |
| Maintainer | Sakalti |
| Model Type | qwen2 |
| Model Files | |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.46.3 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Saba Passthrough 2
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Legal Qwen India | 32K / 2.2 GB | 226 | 2 |
| Augmented 619958b5bf46bea2 | 32K / 6.2 GB | 45 | 0 |
| Augmented 0defe3c8c8c799fb | 32K / 6.2 GB | 43 | 0 |
| OpenCognito R2 | 32K / 6.2 GB | 259 | 0 |
| TethysAI Vortex Reasoning | 32K / 6.2 GB | 11 | 0 |
| Bbhqwen | 32K / 12.3 GB | 15 | 0 |
| Bbhqwen2 | 32K / 12.3 GB | 7 | 0 |
| Bbhqwen4 | 32K / 12.3 GB | 13 | 0 |
| Bbhqwen5 | 32K / 12.3 GB | 6 | 0 |
| Bbhqwen3 | 32K / 12.3 GB | 12 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than Sakalti/Saba-Passthrough-2 .
Rank the Saba Passthrough 2 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a