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Cassandra 6.9B GPTQ by TheBloke

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  4-bit   Autotrain compatible   Finetuned   Gpt neox   Gptq   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/cassandra-6.9B-GPTQ 

Cassandra 6.9B GPTQ Benchmarks

LLME Score: 0.09966
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Cassandra 6.9B GPTQ Parameters and Internals

Model Type 
text generation
Additional Notes 
Quantized to 4bit using AutoGPTQ for optimized inference accuracy and speed. Supports varying bit sizes for CPU+GPU inference.
Input Output 
Input Format:
NovelAI-style
Accepted Modalities:
text
Performance Tips:
Use '>" as a stop token in your UI
LLM NameCassandra 6.9B GPTQ
Repository 🤗https://huggingface.co/TheBloke/cassandra-6.9B-GPTQ 
Model Size6.9b
Required VRAM4.7 GB
Updated2025-06-09
MaintainerTheBloke
Model Typegpt_neox
Model Files  4.7 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureGPTNeoXForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.27.2
Vocabulary Size50277
Torch Data Typefloat16
Cassandra 6.9B GPTQ (TheBloke/cassandra-6.9B-GPTQ)

Best Alternatives to Cassandra 6.9B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
... Int3 Step71000 GPTQ Wikitext22K / 3.4 GB470
... Int3 Step36000 GPTQ Wikitext22K / 3.4 GB160
...Int4 Step107000 GPTQ Wikitext22K / 4.2 GB110
...Int3 Step107000 GPTQ Wikitext22K / 3.4 GB100
...Int3 Step110000 GPTQ Wikitext22K / 3.4 GB150
...Int3 Step143000 GPTQ Wikitext22K / 3.4 GB100
... Int4 Step71000 GPTQ Wikitext22K / 4.2 GB120
...Int4 Step110000 GPTQ Wikitext22K / 4.2 GB120
...Int4 Step143000 GPTQ Wikitext22K / 4.2 GB100
...ythia 6.9B Int4 GPTQ Wikitext22K / 4.2 GB130
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/cassandra-6.9B-GPTQ.

Rank the Cassandra 6.9B GPTQ 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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Release v20241124
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