Arxiv:2306.05179 Arxiv:2312.00738 Autotrain compatible Conversational En Endpoints compatible Gemma Id Km License:other Lo Ms Multilingual My Region:us Safetensors Sea Sharded Tensorflow Th Tl Vi Zh
SeaLLM 7B V2.5 Benchmarks
HF Avg Score: 69.07 vs 86.1 (GPT-4) -19.8%
ARC: 63.48-34.1%
HellaSwag: 81.54-14.4%
MMLU: 64.93-24.9%
TruthfulQA: 53.78-8.8%
WinoGrande: 76.32-12.8%
GSM8K: 74.37-19.2%
nn.n% — How the model compares to the GPT-4.
Rank the SeaLLM 7B V2.5 Capabilities
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Quantized Models of the SeaLLM 7B V2.5
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| ...aLLM 7B V2.5 ORPO SARAA M GGUF | 0 | 58 | 9 GB |
| ...LM 7B V2.5 ORPO SARAA M 1 GGUF | 0 | 55 | 5 GB |
| ...aLLM 7B V2.5 ORPO SARAA M.GGUF | 0 | 37 | 5 GB |
| ...aLLM 7B V2.5 ORPO SARAA S GGUF | 0 | 36 | 5 GB |
| ...ary Vietnamese Article V1 Gguf | 0 | 31 | 5 GB |
| SeaLLM 7B V2.5 4bit | 0 | 6 | 5 GB |
| SeaLLM 7B V2.5 AWQ | 2 | 334 | 7 GB |
| SeaLLM 7B V2.5 AWQ | 0 | 11 | 5 GB |
Best Alternatives to SeaLLM 7B V2.5
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| SauerkrautLM Gemma 7B | 67.83 | 8K / 17.1 GB | 4873 | 13 |
| Gemma Ko 7B Instruct V0.62 | 67.8 | 8K / 17 GB | 2687 | 2 |
| EveryoneLLM 7B Gemma Base | 66.69 | 8K / 17.1 GB | 1094 | 2 |
| Volare | 64.65 | 8K / 17.1 GB | 2111 | 2 |
| Gemma 7B Alpaca Case 0 2 | 64.47 | 8K / 34 GB | 811 | 0 |
| Gemma Orchid 7B DPO | 64.37 | 8K / 17.1 GB | 910 | 6 |
| Gemma 7B Experiment | 64.29 | 8K / 17.1 GB | 821 | 0 |
| Gemma 7B Ultrachat Sft | 63.92 | 8K / 17.1 GB | 826 | 2 |
| Gemma 7B | 63.75 | 8K / 17.1 GB | 193829 | 2965 |
| SeaLLM 7B V2.5 4bit | 60.6 | 8K / 5.6 GB | 6 | 0 |
SeaLLM 7B V2.5 Parameters and Internals
| LLM Name | SeaLLM 7B V2.5 |
| Repository | Open on 🤗 |
| Model Size | 7b |
| Required VRAM | 17.1 GB |
| Updated | 2024-07-01 |
| Maintainer | SeaLLMs |
| Model Type | gemma |
| Model Files | |
| Supported Languages | en zh vi id th ms km lo my tl |
| Model Architecture | GemmaForCausalLM |
| License | other |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.40.0.dev0 |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
| Vocabulary Size | 256000 |
| Initializer Range | 0.02 |
| Torch Data Type | bfloat16 |
What open-source LLMs or SLMs are you in search of? 34238 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801