7B Ndpo Iter1 7e7 Bz 64 is an open-source language model by 1231czx. Features: 7b LLM, VRAM: 17.1GB, Context: 8K, LLM Explorer Score: 0.14.
Arxiv:1910.09700 Autotrain compatible Conversational Endpoints compatible Gemma Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/1231czx/7b_ndpo_iter1_7e7_bz_64
7b Ndpo Iter1 7e7 Bz 64 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)
7B Ndpo Iter1 7e7 Bz 64 Parameters and Internals
| LLM Name | 7b Ndpo Iter1 7e7 Bz 64 |
| Repository 🤗 | https://huggingface.co/1231czx/7b_ndpo_iter1_7e7_bz_64 |
| Model Size | 7b |
| Required VRAM | 17.1 GB |
| Updated | 2025-09-19 |
| Maintainer | 1231czx |
| Model Type | gemma |
| Model Files | |
| Model Architecture | GemmaForCausalLM |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.41.1 |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
| Vocabulary Size | 256000 |
| Torch Data Type | bfloat16 |
Best Alternatives to 7B Ndpo Iter1 7e7 Bz 64
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Kaggle Math Model Gemma V1 | 12K / 17.1 GB | 5 | 0 |
| Gemma 1.1 7B It | 8K / 17.1 GB | 20065 | 275 |
| Gemma 1.1 7B It | 8K / 17.1 GB | 28 | 4 |
| SeaLLM 7B V2.5 | 8K / 17.1 GB | 12410 | 50 |
| Gemma 7B It | 8K / 17.1 GB | 590 | 10 |
| Zephyr 7B Gemma DPO Avg | 8K / 17.1 GB | 15 | 0 |
| Zephyr 7B Gemma Rpo Avg | 8K / 17.1 GB | 6 | 0 |
| ... Codegemma 2 7B It Alpaca V1.3 | 8K / 17.1 GB | 9 | 1 |
| Zephyr 7B Gemma V0.1 | 8K / 17.1 GB | 302 | 124 |
| Codegemma 7B It | 8K / 17.1 GB | 3985 | 250 |
Note: green Score (e.g. "73.2") means that the model is better than 1231czx/7b_ndpo_iter1_7e7_bz_64 .
Rank the 7B Ndpo Iter1 7e7 Bz 64 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a