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我分别对ChatGLM2-6B原始模型、chatglm2-6b-int4.flm模型单卡部署、chatglm2-6b-int4.flm模型多卡部署推理速度做了对比:
ChatGLM2-6B 原始模型推理速度为 `100 token/s` 左右
chatglm2-6b-int4.flm模型单卡部署推理速度为 `220 token/s` 左右
chatglm2-6b-int4.flm模型多卡…
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./benchmark -p /opt/Convert/flm/qwen-14b-chart-int4.flm -f ../example/benchmark/prompts/beijing.txt -b 1
Load (323 / 323)
Warmup...
finish.
AVX: ON
AVX2: ON
AARCH64: OFF
Neon FP16: OFF
Neon D…
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**chatglm2-6b使用fastllm通过README,有如下两种方式:**
**方式一:**
```
# 这是原来的程序,通过huggingface接口创建模型
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("THUDM/chatgl…
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在转化SUS-Chat-34B模型(该模型完全兼容llama架构)为flm格式时,报了这个错:
```python
root@5ce5bafeea81:/app# python glm_trans_flm.py
Loading checkpoint shards: 100%|██████████████████████████████████████████████████| 7/7 [0…
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先用chatglm2-6b生成fp16.flm和int4.flm,然后分别测速:
cuda:11.6
GPU:matrox g200eh3
batch=1
测速代码:
start = time.time()
text = "中国法定货币是什么?"
outs = ""
for i in range(10):
out = model.response(text)
…
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Pre-tagging tool is looking for FLM_ZT_output. Also it cannot find memory\FLM_PT_Extract_***.
![image](https://user-images.githubusercontent.com/502763/144925649-ba73274f-56e0-48d6-8b22-88791a6a9b6b.…
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FLM:1
FLT:2
BLM:3
BLT:4
BRM:5
BRT:6
FRM:7
FRT:8
Intake motors: 10-19
Shooter motors: 20-29
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模型:baichuan2-13B-chat
问题1:
复现代码块:
In [4]: import pyfastllm
In [5]: model = pyfastllm.create_model("baichuan2-int8.flm")
In [6]: prompt = model.make_input("", 0, "你好")
In [7]: prompt
Out[7]: '…
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【现象】
qwen1.5-14B-Chat模型在解码时报UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe9 in position 1: unexpected end of data。
【描述】
模型输入是:假设f(x)=x,那么f(x)1到2的积分是多少。模型输出的tokenId包含11995、18137,这两个tokenId会…
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ST has updated the Keil.STM32L4xx_DFP package to 2.6.2 in June 2023.
They have introduced a second flash algorithm for the STM32L4R5 family in the *Keil.STM32L4xx_DFP.pdsc* file:
```
…