Model Card on HF 🤗: https://huggingface.co/mlx-community/gemma-2-2b-4bit
Gemma 2 2B 4bit 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)
Gemma 2 2B 4bit Parameters and Internals
| Model Type |
|
| LLM Name | Gemma 2 2B 4bit |
| Repository 🤗 | https://huggingface.co/mlx-community/gemma-2-2b-4bit |
| Model Size | 2b |
| Required VRAM | 1.5 GB |
| Updated | 2024-12-21 |
| Maintainer | mlx-community |
| Model Type | gemma2 |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Gemma2ForCausalLM |
| License | gemma |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.42.4 |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
| Vocabulary Size | 256000 |
| Torch Data Type | float32 |
Best Alternatives to Gemma 2 2B 4bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Gemma 2 2B It Bnb 4bit | 8K / 2.2 GB | 31742 | 13 |
| GRMR 2B Instruct | 8K / 5.2 GB | 111 | 13 |
| GRMR 2B Instruct Old | 8K / 5.2 GB | 85 | 13 |
| Gemma 2 2B Bnb 4bit | 8K / 2.2 GB | 18165 | 7 |
| Gemma 2 2B Id Instruct | 8K / 5.2 GB | 75 | 0 |
| Gemma 2 2B Id | 8K / 5.2 GB | 57 | 0 |
| Gemma 2 2B Id Inst | 8K / 5.2 GB | 36 | 0 |
| Athena Gemma 2 2B It Philos | 8K / 5.2 GB | 20 | 0 |
| Gemma 2 2B It 4bit | 8K / 1.5 GB | 1635 | 3 |
| Gemma 2 2B Jpn It 4bit | 8K / 1.5 GB | 29 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/gemma-2-2b-4bit .
Rank the Gemma 2 2B 4bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217