Merge branch 'main' into feat/support_ms

Former-commit-id: b8954342611e24bc3af972747fd016cde89eee3f
This commit is contained in:
hoshi-hiyouga
2023-12-01 20:23:46 +08:00
committed by GitHub
15 changed files with 114 additions and 62 deletions

View File

@@ -94,7 +94,7 @@ Compared to ChatGLM's [P-Tuning](https://github.com/THUDM/ChatGLM2-6B/tree/main/
| [LLaMA-2](https://huggingface.co/meta-llama) | 7B/13B/70B | q_proj,v_proj | llama2 |
| [Mistral](https://huggingface.co/mistralai) | 7B | q_proj,v_proj | mistral |
| [Phi-1.5](https://huggingface.co/microsoft/phi-1_5) | 1.3B | Wqkv | - |
| [Qwen](https://github.com/QwenLM/Qwen) | 7B/14B | c_attn | qwen |
| [Qwen](https://github.com/QwenLM/Qwen) | 1.8B/7B/14B/72B | c_attn | qwen |
| [XVERSE](https://github.com/xverse-ai) | 7B/13B/65B | q_proj,v_proj | xverse |
> [!NOTE]
@@ -158,6 +158,7 @@ Please refer to [constants.py](src/llmtuner/extras/constants.py) for a full list
- [Firefly 1.1M (zh)](https://huggingface.co/datasets/YeungNLP/firefly-train-1.1M)
- [Web QA (zh)](https://huggingface.co/datasets/suolyer/webqa)
- [WebNovel (zh)](https://huggingface.co/datasets/zxbsmk/webnovel_cn)
- [Nectar (en)](https://huggingface.co/datasets/berkeley-nest/Nectar)
- [Ad Gen (zh)](https://huggingface.co/datasets/HasturOfficial/adgen)
- [ShareGPT Hyperfiltered (en)](https://huggingface.co/datasets/totally-not-an-llm/sharegpt-hyperfiltered-3k)
- [ShareGPT4 (en&zh)](https://huggingface.co/datasets/shibing624/sharegpt_gpt4)
@@ -173,6 +174,7 @@ Please refer to [constants.py](src/llmtuner/extras/constants.py) for a full list
- [HH-RLHF (en)](https://huggingface.co/datasets/Anthropic/hh-rlhf)
- [Open Assistant (multilingual)](https://huggingface.co/datasets/OpenAssistant/oasst1)
- [GPT-4 Generated Data (en&zh)](https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM)
- [Nectar (en)](https://huggingface.co/datasets/berkeley-nest/Nectar)
</details>
@@ -201,8 +203,8 @@ huggingface-cli login
| Full | 16 | 140GB | 240GB | 520GB | 1200GB |
| Freeze | 16 | 20GB | 40GB | 120GB | 240GB |
| LoRA | 16 | 16GB | 32GB | 80GB | 160GB |
| LoRA | 8 | 10GB | 16GB | 40GB | 80GB |
| LoRA | 4 | 6GB | 12GB | 24GB | 48GB |
| QLoRA | 8 | 10GB | 16GB | 40GB | 80GB |
| QLoRA | 4 | 6GB | 12GB | 24GB | 48GB |
## Getting Started