DeepSeek-Coder-V2是一个开源的混合专家 (MoE) 代码语言模型,在代码特定任务中实现了与 GPT4-Turbo 相当的性能。 5、Deepseek-LLM: Deepseek-LLM是一个开源的对话模型,比较适合llm微调,可以进行基础的多轮对话。 这里选择LLM-chat版本,使用单轮对话数据集来微调, 模型下载地址Huggingface:huggingface 数据集下载地...
You may have som bug on type manipulation and thus the model can not be finetuned via DeepSpeed(bf16 mix precision) File "/deepseek_v2/modeling_deepseek.py", line 1252, in forward hidden_states, self_attn_weights, present_key_value = self.self_attn( File "/opt/conda/lib/python3.10/...
我们以deepseek v2为例,通过实际计算比较一下d_{c}和d_{h} n_{h}的大小关系:(参考:v2论文中3.1.2. Hyper-Parameters部分) deepseek v2中设置的128个头,即n_h = 128,从而有d_{h} n_{h} = 128 d_h,而 deepseek v2中d_{c}=4 d_{h},满足d_{c}\ll d_{h} n_{h}。(补充说下,deepse...
deepseek-v2 1.5M 1.2M instances for helpfulness 0.3M instances for safety We fine-tune DeepSeek-V2 with 2 epochs, and the learning rate is set to 5 × 10−6 . deepseek-coder 未知,总共训练2Btokens,按照epoch在2-5之间推算,数据量大致为400M-1B之间。 comprises helpful and impartial human...
Great Work and Congraduations! Is there any plan to release a fintune example code for DeepSeek-Coder-V2? I noticed that you mentioned about finetuning this model with 8*A100 GPUs with someskills, could you be more specific? THX!
Powerful Code Model: DeepSeek-Coder-V2 is an open-source Mixture-of-Experts (MoE) model designed for coding tasks, achieving performance comparable to GPT-4 Turbo. Improved Coding & Math Skills: The extended training significantly boosts coding and mathematical reasoning abilities while keeping strong...
开源编程大模型 Code Llama、 DeepSeek-Coder、Google CodeGemma AI 能力定律和提效定律 第六讲 大模型微调技术 大模型微调之PEFT Adapter核心技术 Prefix Tuning核心技术 P-Tuning v1与 v2 大模型微调之LoRA LoRA 核心技术 LoRA对比Adapter与Soft Prom...
开源编程大模型 Code Llama、 DeepSeek-Coder、Google CodeGemma AI 能力定律和提效定律 第六讲 大模型微调技术 大模型微调之PEFT Adapter核心技术 Prefix Tuning核心技术 P-Tuning v1与 v2 大模型微调之LoRA LoRA 核心技术 LoRA对比Adapter与Soft Pr...
TheDeepSeekadvantage comes from its open-source strategy, which allows developers and businesses to download, self-host, and fine-tune models like DeepSeek-R1, DeepSeek-V3 LLM, and DeepSeek-Coder. This sets it apart from AI firms that focus solely on proprietary models. At the same time, ...
To support your learning journey, we would like to highlight DeepSeek V3: A Guide With Demo Project and DeepSeek-Coder-V2 Tutorial, which provide hands-on experience. Both platforms shape the future of AI in distinct ways through their unique approaches to natural language processing and ...