CodeLlama-34b-Python meta-textgeneration-llama-codellama-34b-python ml.g5.48xlarge 48000 While the Code Llama models were trained on a context length of 16,000 tokens, the models have reported good performance on even larger context windows. The maximum supported...
report_to="none", # if use_wandb else "none", wandb run_name=f"codellama-{datetime.now().strftime('%Y-%m-%d-%H-%M')}", # if use_wandb else None, ) trainer = Trainer( model=model, train_dataset=tokenized_train_dataset, eval_dataset=tokenized_val_dataset, args=training_args, data...
Long context support: With the ability to handle context lengths of up to 48 thousand tokens, Code Llama 70B can maintain coherence and consistency over extended code segments or conversations, ensuring relevant and accurate responses. Mixtral 8x7B has a context window of 32 thousa...
你可以严格控制 上文的长度,比如在 tiwnny 的 setting 中控制 context length 由于我们使用的是 pausdo-FIM 模式,所以严格要求我们的模型能够定位到 special token 的位置,在笔者的测试中 GPT-4o 和 Claude 都能够很好的定位到这些位置,但是一些开源模型比如llama系列可能会有问题。 展望 在这次 text completion ...
对于编程开发任务,经过适当微调后的 Code Llama 的性能通常都会比普通的 Llama 强很多,特别是当我们针对具体任务进行优化时: 使用b-mc2/sql-create-context这个文本查询及其对应的SQL查询集合进行训练 使用Lora方法,将基础模型的权重量化为int8,冻结权重,仅对适配器进行训练 本文大多参考了alpaca-lora项目,同时也进行...
Checklist 1. I have searched related issues but cannot get the expected help. 2. The bug has not been fixed in the latest version. Describe the bug 我本地运行codellama,模型用的7b-Instruct版,代码如下: dialogs1: List[Dialog] = [ [{"role": "system", "con
llama Correct KV comment seqlen -> seqlen + cache_len Nov 14, 2023 .gitignore Initial commit Feb 24, 2023 CODE_OF_CONDUCT.md Initial commit Feb 24, 2023 CONTRIBUTING.md llama 2 Jul 18, 2023 LICENSE Update LICENSE Jul 21, 2023 MODEL_CARD.md change "Content Length" to "Context Length...
Another limitation is the context length of 8k tokens on the generated SVGs, which we aim to overcome in future work using the recent success of CodeLLMs like CodeLlama [65]. Acknowledgments. We thank Arjun Ashok, Hector Laria, and Georges Bélanger for their valuable feedback and suggestions...
LLaMA2-70B 700亿 129GB 29.9 2023-07-18 免费商用授权 Meta https://github.com/facebookresearch/llama https://huggingface.co/meta-llama/Llama-2-70b CodeGen2.5-7B-mono 70亿 27GB 33.4 2023-07-07 免费商用授权 Salesforce https://github.com/salesforce/CodeGen https://huggingface.co/Salesforce/...
StarCoder2 is available to experience in NVIDIA AI playground and other leading models likeNemotron-3,Mixtral 8X7B,Llama 70B, andStable Diffusion. The models are offered in .nemoformat for easy customization with NVIDIA NeMo and are optimized for performance withNVIDIA TensorRT-LLM. ...