TBH.AI Vortex Reasoning is an open-source language model by saishshinde15. Features: 3.1b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.18.
Advanced-finetuning Autotrain compatible Base model:finetune:saishshind... Base model:saishshinde15/tbh.a... Conversational Deepseekr1 En Endpoints compatible Qwen2 Reasoning Region:us Safetensors Sharded Tensorflow Trl
Model Card on HF 🤗: https://huggingface.co/saishshinde15/TBH.AI_Vortex_Reasoning
TBH.AI Vortex Reasoning 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)
TBH.AI Vortex Reasoning Parameters and Internals
| LLM Name | TBH.AI Vortex Reasoning |
| Repository 🤗 | https://huggingface.co/saishshinde15/TBH.AI_Vortex_Reasoning |
| Base Model(s) | |
| Model Size | 3.1b |
| Required VRAM | 6.2 GB |
| Updated | 2025-08-08 |
| Maintainer | saishshinde15 |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.48.3 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|vision_pad|> |
| Vocabulary Size | 151936 |
| Torch Data Type | float16 |
| Errors | replace |
Best Alternatives to TBH.AI Vortex Reasoning
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Saba Passthrough 2 | 128K / 6.2 GB | 5 | 0 |
| OpenCognito R2 | 32K / 6.2 GB | 259 | 0 |
| TethysAI Vortex Reasoning | 32K / 6.2 GB | 11 | 0 |
| Bbhqwen | 32K / 12.3 GB | 6 | 0 |
| Bbhqwen2 | 32K / 12.3 GB | 5 | 0 |
| Bbhqwen4 | 32K / 12.3 GB | 9 | 0 |
| Bbhqwen5 | 32K / 12.3 GB | 8 | 0 |
| Bbhqwen3 | 32K / 12.3 GB | 5 | 0 |
| Bbhqwen6 | 32K / 12.3 GB | 6 | 0 |
| Tamed Sigma | 32K / 6.2 GB | 6 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than saishshinde15/TBH.AI_Vortex_Reasoning .
Rank the TBH.AI Vortex Reasoning Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a