Talktoai by shafire

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  Autotrain Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational   Endpoints compatible   Instruct   Lora   Peft   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/shafire/talktoai 

Talktoai Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Talktoai (shafire/talktoai)

Talktoai Parameters and Internals

LLM NameTalktoai
Repository ๐Ÿค—https://huggingface.co/shafire/talktoai 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B-Instruct   meta-llama/Meta-Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainershafire
Instruction-BasedYes
Model Files  0.2 GB   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4   0.0 GB
Model ArchitectureAutoModel
Licensemit
Model Max Length2048
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|up_proj|gate_proj|q_proj|v_proj|k_proj|o_proj
LoRA Alpha32
LoRA Dropout0.05
R Param16

Best Alternatives to Talktoai

Best Alternatives
Context / RAM
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Abliteration OVA 8B R128 LORA0K / 0.7 GB01
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AblDWP LoRA0K / 0.4 GB01
... Instruct Abliteration LoRA 8B0K / 0.2 GB07
Llama 3 8B Instruct Checkit0K / 0.2 GB01
...3 8B Instruct Ct2 Int8 Float160K / 8 GB160
...a Llama 3 8B Instruct Ct2 Int80K / 8 GB80
...lama 3 LimaRP Instruct LoRA 8B0K / 2.7 GB840
Llama 3 Instruct LiPPA LoRA 8B0K / 2.7 GB110
...a 3 8B Bnb 4bit Robot Instruct0K / 0.2 GB80
Note: green Score (e.g. "73.2") means that the model is better than shafire/talktoai.

Rank the Talktoai Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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