Autotrain compatible Conversational Custom code Deepseek v2 Endpoints compatible Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/ESFT-token-summary-lite
ESFT Token Summary Lite 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)
ESFT Token Summary Lite Parameters and Internals
| LLM Name | ESFT Token Summary Lite |
| Repository 🤗 | https://huggingface.co/deepseek-ai/ESFT-token-summary-lite |
| Model Size | 1.2b |
| Required VRAM | 2.3 GB |
| Updated | 2025-09-23 |
| Maintainer | deepseek-ai |
| Model Type | deepseek_v2 |
| Model Files | |
| Model Architecture | DeepseekV2ForCausalLM |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.42.3 |
| Tokenizer Class | LlamaTokenizerFast |
| Beginning of Sentence Token | <｜begin▁of▁sentence｜> |
| End of Sentence Token | <｜end▁of▁sentence｜> |
| Vocabulary Size | 102400 |
| Torch Data Type | bfloat16 |
Rank the ESFT Token Summary Lite Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124