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LWM Text 256K by LargeWorldModel

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LWM Text 256K is an open-source language model by LargeWorldModel. Features: LLM, VRAM: 13.5GB, Context: 256K, LLM Explorer Score: 0.12.

  Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/LargeWorldModel/LWM-Text-256K 

LWM Text 256K Benchmarks

LLME Score: 0.11837
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LWM Text 256K (LargeWorldModel/LWM-Text-256K)
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LWM Text 256K Parameters and Internals

Model Type 
auto-regressive, transformer
Training Details 
Data Sources:
Books3
Data Volume:
37K subset of Books3 documents with 200K to 500K tokens
Training Time:
December 2023
Model Architecture:
transformer
LLM NameLWM Text 256K
Repository 🤗https://huggingface.co/LargeWorldModel/LWM-Text-256K 
Required VRAM13.5 GB
Updated2025-12-14
MaintainerLargeWorldModel
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length262144
Model Max Length262144
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 256K

Model
Likes
Downloads
VRAM
LWM Text 256K GGUF61612 GB

Best Alternatives to LWM Text 256K

Best Alternatives
Context / RAM
Downloads
Likes
LWM Text Chat 512K512K / 13.5 GB72
LWM Text 512K512K / 13.5 GB52
LWM Text Chat 256K256K / 13.5 GB63
Pallas 0.5 LASER 0.1195K / 68.9 GB18882
SnorTTS Indic V0128K / 9.5 GB81721
Orpheus AUS128K /  GB50
Llama 3.1 Medprm Reward V1.0128K / 16.1 GB11016
Finetuning Health Ci128K / 6.5 GB22
LLaMA Mesh128K / 16.1 GB452181
Ukr Synth Phi 3.5128K / 7.6 GB70
Note: green Score (e.g. "73.2") means that the model is better than LargeWorldModel/LWM-Text-256K.

Rank the LWM Text 256K Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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