Text2cypher Demo 16bit by tomasonjo

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  16bit   Autotrain compatible Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   Conversational Dataset:tomasonjo/text2cypher-...   En   Endpoints compatible   Instruct   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Text2cypher Demo 16bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Text2cypher Demo 16bit (tomasonjo/text2cypher-demo-16bit)

Text2cypher Demo 16bit Parameters and Internals

Model Type 
text-generation-inference, transformers, llama, trl, sft
Additional Notes 
The model was developed by tomasonjo and is finely tuned from the base model unsloth/llama-3-8b-Instruct. It was trained using Unsloth and Huggingface's TRL library, achieving twice the usual training speed.
LLM NameText2cypher Demo 16bit
Repository ๐Ÿค—https://huggingface.co/tomasonjo/text2cypher-demo-16bit 
Base Model(s)  Llama 3 8B Instruct   unsloth/llama-3-8b-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainertomasonjo
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type16bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Text2cypher Demo 16bit

Model
Likes
Downloads
VRAM
Text2cypher Demo 8bit Gguf1248 GB
Text2cypher Demo 16bit Gguf11716 GB
Text2cypher Demo 6bit Gguf2106 GB
Text2cypher Demo 4bit Gguf1104 GB

Best Alternatives to Text2cypher Demo 16bit

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB152
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB121
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB82
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1425
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB3417
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB143
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB91
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB141
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB91
Note: green Score (e.g. "73.2") means that the model is better than tomasonjo/text2cypher-demo-16bit.

Rank the Text2cypher Demo 16bit 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  
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Multi-Language Support and Translation  

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