Arxiv:2305.18290 Arxiv:2311.10702 Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-... Conversational Dataset:allenai/tulu-v2-sft-mi... Dataset:huggingfaceh4/ultrafee... En Endpoints compatible Llama Pytorch Region:us Sharded
Tulu 2 DPO 7B Parameters and Internals
| LLM Name | Tulu 2 DPO 7B |
| Repository | Open on 🤗 |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 13.5 GB |
| Updated | 2024-07-27 |
| Maintainer | allenai |
| Model Type | llama |
| Model Files | |
| Supported Languages | en |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.33.2 |
| Tokenizer Class | LlamaTokenizer |
| Beginning of Sentence Token | <s> |
| End of Sentence Token | </s> |
| Unk Token | <unk> |
| Vocabulary Size | 32000 |
| Torch Data Type | bfloat16 |
Quantized Models of the Tulu 2 DPO 7B
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| Tulu 2 DPO 7B GGUF | 3 | 97 | 2 GB |
| Tulu 2 DPO 7B GPTQ | 0 | 33 | 3 GB |
| Tulu 2 DPO 7B AWQ | 0 | 7 | 3 GB |
Best Alternatives to Tulu 2 DPO 7B
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| ...1M 1000000ctx AEZAKMI 3 1 1702 | 0.2 | 1024K / 13.5 GB | 296 | 1 |
| Yarn Llama 2 7B 128K | 0.2 | 128K / 13.5 GB | 12746 | 38 |
| LLaMA 7B PoSE YaRN 128K | 0.2 | 128K / 13.5 GB | 28 | 2 |
| LLaMA 7B PoSE YaRN 96K | 0.2 | 96K / 13.5 GB | 11 | 1 |
| LLaMA 7B PoSE Linear 96K | 0.2 | 96K / 27 GB | 11 | 1 |
| Chat Llama2 7B 80K | 0.2 | 80K / 13.8 GB | 11 | 0 |
| Llama2 7B 80K | 0.2 | 80K / 13.8 GB | 8 | 0 |
| Lloma Step400 | 0.3 | 64K / 13.5 GB | 294 | 0 |
| Lloma Step200 | 0.3 | 64K / 13.5 GB | 298 | 0 |
| Lloma Step50 | 0.2 | 64K / 13.5 GB | 297 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than allenai/tulu-2-dpo-7b .
Rank the Tulu 2 DPO 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501