# Edge computing optimization

GLM Z1 9B 0414 GGUF
MIT
GLM-Z1-9B-0414 is a bilingual text generation model supporting both Chinese and English, utilizing the GGUF format and suitable for various quantization levels, from BF16 to ultra-low-bit quantization (1-2 bits).
Large Language Model Supports Multiple Languages
G
Mungert
1,598
3
Granite 3.3 8b Instruct GGUF
Apache-2.0
Ultra-low-bit quantization (1-2 bits) language model using IQ-DynamicGate technology, suitable for memory-constrained environments
Large Language Model
G
Mungert
759
2
Falcon E 3B Instruct
Other
Falcon-E-3B-Instruct is an efficient language model based on a 1.58-bit architecture, optimized for edge devices, with excellent inference capabilities and low memory usage.
Large Language Model Transformers
F
tiiuae
225
22
Falcon E 1B Instruct
Other
Falcon-E-1B-Instruct is an efficient language model based on a 1.58-bit architecture, optimized for edge devices with low memory footprint and high performance.
Large Language Model Transformers
F
tiiuae
87
7
Falcon E 1B Base
Other
Falcon-E-1B-Base is an efficient 1.58-bit language model developed by TII, featuring a pure Transformer architecture and optimized for edge devices.
Large Language Model Transformers
F
tiiuae
53
4
Meta Llama 3 8B Instruct GGUF
An IQ-DynamicGate ultra-low-bit quantization (1-2 bit) model based on Llama-3-8B-Instruct, utilizing precision-adaptive quantization technology to enhance inference accuracy while maintaining extreme memory efficiency.
Large Language Model English
M
Mungert
1,343
3
Internvl2 5 1B GGUF BPU
Apache-2.0
InternVL2_5 - 1B is a multimodal large model based on image-text to text conversion, suitable for vision-language tasks.
Image-to-Text Other
I
D-Robotics
167
0
Qwen2 VL 72B Instruct GGUF
Other
The GGUF quantized version of Qwen2-VL-72B-Instruct, supporting multimodal image-text to text conversion, which can be run through LlamaEdge.
Image-to-Text Transformers English
Q
second-state
221
0
Glm Edge V 2b
Other
GLM-Edge-V-2B is an image-text-to-text model based on the PyTorch framework, supporting Chinese processing.
Image-to-Text
G
THUDM
23.43k
11
Tinyfrank 1.4B
Apache-2.0
Hybrid model based on TinyLlama-1.1B-Chat-v1.0, providing a lightweight LLM solution
Large Language Model
T
SkunkworksAI
120
29
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