quantization_config来指定量化方式(如4bit/8bit)。然而当我们指定该参数时,无论是否在该参数中设置4bit或8bit的量化方式,加载的模型都是量化后的模型。 quantization_config = BitsAndBytesConfig(load_in_8bit=False, load_in_4bit=False) base_model = LlamaForCausalLM.from_pretrained(base_model_name, ...
for example: quantization_config=BitsAndBytesConfig(...)transformer=SD3Transformer2DModel.from_pretrained(repo_id,subfolder="transformer",quantization_config=quantization_config) ask is to also support Huggingface's ownOptimum Quanto right now its possible to use it, but only as post-load on-demand...
针对你的问题“please, pass a bitsandbytesconfig object in quantization_config argument”,以下是详细的解答: 创建一个BitsAndBytesConfig对象: 在使用bitsandbytes库进行模型量化时,你需要首先创建一个BitsAndBytesConfig对象。这个对象用于配置量化的具体参数,比如量化位数、量化类型等。 python from transformers im...
Add quantization config for w8a8 int8 with int8 GEMM in sgl-kernel and int8 quant kernel. w8a8_int8 can achieve ~10% higher output throughput and without accuracy loss compared to the original compressed-tensors config. (Tested on A100) Meta-Llama-3-8B-Instruct W8A8: # compressed-tensor...
Settings for the model quantization technique that's applied by a model optimization job. Contents Image The URI of an LMI DLC in Amazon ECR. SageMaker uses this image to run the optimization. Type: String Length Constraints: Maximum length of 255. ...
D3D12DDI_VIDEO_ENCODER_CODEC_AV1_QUANTIZATION_DELTA_CONFIG_0095 結構包含與AV1視訊編碼器內量化差異設定相關的組態資訊。 語法 C++ 複製 typedef struct D3D12DDI_VIDEO_ENCODER_CODEC_AV1_QUANTIZATION_DELTA_CONFIG_0095 { UINT64 DeltaQPresent; UINT64 DeltaQRes; ...
在使用ChatGLM或其相关库进行模型配置时,遇到AttributeError: ‘ChatGLMConfig‘ object has no attribute ‘quantization_bit‘这样的错误提示,意味着你尝试访问ChatGLMConfig对象的一个不存在的属性quantization_bit。这通常是由以下几个原因造成的: 原因分析 版本不匹配:你使用的ChatGLM库版本可能不包含quantization_bit...
quantization_bit可能是一个新版本中引入的属性,或者它可能根本不存在。 检查代码:检查你的代码,确保你没有误用quantization_bit属性。如果你是在尝试进行模型量化,那么可能应该在模型的训练或加载过程中设置这个属性,而不是直接在ChatGLMConfig对象上设置。 更新库:如果你确定quantization_bit是你需要的属性,并且你的...
Settings for the model quantization technique that's applied by a model optimization job.Contents Image The URI of an LMI DLC in Amazon ECR. SageMaker uses this image to run the optimization. Type: String Length Constraints: Maximum length of 255. Pattern: [\S]+ Required: No OverrideEnvir...
between configs * format * add dynamic quantization * add dynamic config * remove test deprecated config parameter * add bits and sym to base config * add config test * format * add kv cache precision * format * add test * move compilation step * set kv cache precision for seq2seq ...