Biinduct 1B Baseline is an open-source language model by MohammedSabry. Features: 1b LLM, VRAM: 2.2GB, Context: 32K.
Arxiv:2509.22947 1b Baseline Biinduct En Endpoints compatible Matched-compute Mistral Region:us Safetensors The-pile
Model Card on HF 🤗: https://huggingface.co/MohammedSabry/biinduct-1b-baseline
Biinduct 1B Baseline Parameters and Internals
| LLM Name | Biinduct 1B Baseline |
| Repository 🤗 | https://huggingface.co/MohammedSabry/biinduct-1b-baseline |
| Model Size | 1b |
| Required VRAM | 2.2 GB |
| Updated | 2026-04-16 |
| Maintainer | MohammedSabry |
| Model Type | mistral |
| Model Files | |
| Supported Languages | en |
| Model Architecture | MistralForCausalLM |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.52.4 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| Vocabulary Size | 32000 |
| Torch Data Type | bfloat16 |
Best Alternatives to Biinduct 1B Baseline
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Ganga 1B | 128K / 4 GB | 24 | 20 |
| MD Judge V0.1 | 32K / 14.4 GB | 1149 | 18 |
| Nucleus 1B Alpha 1 | 32K / 2.3 GB | 9 | 12 |
| Mallam 1.1B 20K Instructions | 32K / 2.2 GB | 16 | 1 |
| Experimental Mistral 1B V00 | 32K / 3.5 GB | 9 | 3 |
| Lmlab Mistral 1B Untrained | 32K / 4.5 GB | 35 | 7 |
| Empty Phi 1B | 3K / 5.8 GB | 5 | 0 |
| Phi Filtered 500M C1 | 2K / 0.7 GB | 8 | 0 |
| Nucleus 1B GPTQ | 32K / 1 GB | 6 | 1 |
| Mistral 1B GPTQ | 32K / 1 GB | 9 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than MohammedSabry/biinduct-1b-baseline .
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a