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LWM Text Chat 512K by LargeWorldModel

 »  All LLMs  »  LargeWorldModel  »  LWM Text Chat 512K   URL Share it on

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  Autotrain compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/LargeWorldModel/LWM-Text-Chat-512K 

LWM Text Chat 512K Benchmarks

LLME Score: 0.175
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LWM Text Chat 512K (LargeWorldModel/LWM-Text-Chat-512K)

LWM Text Chat 512K Parameters and Internals

Model Type 
auto-regressive, transformer architecture
Training Details 
Data Sources:
Books3
Data Volume:
3500 subset of Books3 documents with 500K to 1M tokens
LLM NameLWM Text Chat 512K
Repository 🤗https://huggingface.co/LargeWorldModel/LWM-Text-Chat-512K 
Required VRAM13.5 GB
Updated2024-12-22
MaintainerLargeWorldModel
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length524288
Model Max Length524288
Transformers Version4.29.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the LWM Text Chat 512K

Model
Likes
Downloads
VRAM
LWM Text Chat 512K GPTQ294 GB

Best Alternatives to LWM Text Chat 512K

Best Alternatives
Context / RAM
Downloads
Likes
LWM Text 512K512K / 13.5 GB82
LWM Text 256K256K / 13.5 GB3963
LWM Text Chat 256K256K / 13.5 GB563
Pallas 0.5 LASER 0.1195K / 68.9 GB11472
Ashley3b X 1.2128K / 6.5 GB250
Cyber13128K / 16.1 GB150
Cyber8128K / 16.1 GB170
LWM Text Chat 128K128K / 13.5 GB32220
...Model LWM Text Chat 128K 55bpw128K / 4.8 GB73
LWM Text 128K128K / 13.5 GB431
Note: green Score (e.g. "73.2") means that the model is better than LargeWorldModel/LWM-Text-Chat-512K.

Rank the LWM Text Chat 512K Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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