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 Safetensors Sharded Tensorflow
Tulu 2 DPO 13B Parameters and Internals
| LLM Name | Tulu 2 DPO 13B |
| Repository | Open on 🤗 |
| Base Model(s) | |
| Model Size | 13b |
| Required VRAM | 26 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 13B
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| Tulu 2 DPO 13B GGUF | 3 | 164 | 4 GB |
| Tulu 2 DPO 13B GGUF | 1 | 294 | 5 GB |
| Tulu 2 DPO 13B AWQ | 2 | 11 | 7 GB |
| Tulu 2 DPO 13B GPTQ | 1 | 8 | 7 GB |
Best Alternatives to Tulu 2 DPO 13B
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| Luminaura RP 13B | 0.2 | 128K / 26 GB | 7 | 0 |
| Yarn Llama 2 13B 128K | 0.2 | 128K / 26 GB | 57 | 113 |
| Agent Llama2 13B 80K | 0.2 | 80K / 26.4 GB | 7 | 0 |
| Chat Llama2 13B 80K | 0.2 | 80K / 52.8 GB | 8 | 0 |
| LongAlign 13B 64K | 0.2 | 64K / 26 GB | 96 | 12 |
| LongAlign 13B 64K Base | 0.2 | 64K / 26 GB | 11 | 3 |
| Openbuddy Llama2 13B V15p1 64K | 0.2 | 64K / 26.1 GB | 10 | 4 |
| Openbuddy Llama2 13b64k V15 | 0.2 | 64K / 26.1 GB | 11 | 1 |
| Yarn Llama 2 13B 64K | 0.2 | 64K / 26 GB | 32 | 18 |
| Airoboros L2 13B 2.1 YaRN 64K | 0.2 | 64K / 26 GB | 12 | 7 |
Note: green Score (e.g. "73.2") means that the model is better than allenai/tulu-2-dpo-13b .
Rank the Tulu 2 DPO 13B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501