I tryed to modify your example code to run this model on lowvram card by BNB 4bit or 8bit quantization config. While use bnb 4bit config like below: qnt_config = BitsAndBytesConfig(load_in_4bit=True, bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype=torch.float16, bnb_4bit_...
警告: warnings.warn(f'Input type into Linear4bit is torch.float16, but bnb_4bit_compute_type=torch.float32 (default). This will lead to slow inferenceortraining speed.') Run Code Online (Sandbox Code Playgroud) 硬件: DellPrecision T7920 Tower server/WorkstationIntelxeon gold processor @ 1...
GPU: RTX 4090 (24GB VRAM) Model: unsloth/Llama-3.2-11B-Vision-Instruct-bnb-4bit vLLM command: vllm serve unsloth/Llama-3.2-11B-Vision-Instruct-bnb-4bit \ --quantization="bitsandbytes"\ --load-format="bitsandbytes"\ --dtype=bfloat16 \ --trust_remote_code \ --gpu-memory-utilizatio...
这个资源来自Hugging Face,是一个名为"llama-3-8b-bnb-4bit"的量化4位模型,由用户'unsloth'创建。这个模型是Meta Llama 3的直接量化版本,可以更高效地微调AI模型,速度提升2倍,内存使用减少70%。这个模型的重要... 内容导读 这个资源来自Hugging Face,是一个名为"llama-3-8b-bnb-4bit"的量化4位模型,由用户...
pytorch Linear4bit的输入类型是torch.float16，但bnb_4bit_compute_type=torch.float32(默认),这会...
"_load_in_8bit": false, "bnb_4bit_compute_dtype": "bfloat16", "bnb_4bit_quant_storage": "uint8", "bnb_4bit_quant_type": "nf4", "bnb_4bit_use_double_quant": true, "llm_int8_enable_fp32_cpu_offload": false, "llm_int8_has_fp16_weight": false, "llm_int8_sk...
Llama 3.3的各个版本,包括GGUF's、bnb 4-bit和原始的16-bit版本,现在都可以在HuggingFace上找到!点击链接查看所有Llama 3.3的版本。同时,现在也支持对Llama 3.3 (70B)进行微调!Un
"bnb_4bit_quant_storage":"uint8", "bnb_4bit_quant_type":"nf4", "bnb_4bit_use_double_quant":true, "llm_int8_enable_fp32_cpu_offload":false, "llm_int8_has_fp16_weight":false, "llm_int8_skip_modules":null, "llm_int8_threshold":6.0, ...
镌刻星辰 不止于天际,还有内心世界的无尽探索。 4-bit BNB模型一键生成,30秒极速体验! | 还在为模型量化发愁?现在用bnb-my-repo,30秒搞定8B模型!开发者@mekkcyber最新打造的HuggingFace空间,让4-bit量化变得像喝咖啡一样简单☕️视频实测处理速度堪比闪电,快来社区分享你的量化成果~bnb-my-repo空间社区...
The model to consider. https://huggingface.co/unsloth/Llama-3.3-70B-Instruct-bnb-4bit The closest model vllm already supports. not sure the closet one. What's your difficulty of supporting the model you want? unsloth based is inference f...