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Gollm 12.8B Instruct V2.1 by tlphams

 »  All LLMs  »  tlphams  »  Gollm 12.8B Instruct V2.1   URL Share it on

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  Autotrain compatible Base model:eleutherai/polyglot... Base model:finetune:eleutherai...   Endpoints compatible   Generated from trainer   Gpt neox   Instruct   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/tlphams/gollm-12.8b-instruct-v2.1 

Gollm 12.8B Instruct V2.1 Benchmarks

LLME Score: 0.14431
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gollm 12.8B Instruct V2.1 (tlphams/gollm-12.8b-instruct-v2.1)

Gollm 12.8B Instruct V2.1 Parameters and Internals

Training Details 
Data Sources:
self-introduction (20 samples), Combined KoAlpaca v1.0 and 1.1- no-context samples only (53k samples), KoAlpaca v1.0, KoAlpaca v1.1, KoCoT (2k samples)
LLM NameGollm 12.8B Instruct V2.1
Repository 🤗https://huggingface.co/tlphams/gollm-12.8b-instruct-v2.1 
Base Model(s)  EleutherAI/polyglot-ko-12.8b   EleutherAI/polyglot-ko-12.8b
Model Size12.8b
Required VRAM25.9 GB
Updated2025-02-05
Maintainertlphams
Model Typegpt_neox
Instruction-BasedYes
Model Files  0.0 GB   10.0 GB: 1-of-3   9.9 GB: 2-of-3   6.0 GB: 3-of-3   0.0 GB   0.0 GB
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.32.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
Vocabulary Size30080
Torch Data Typefloat16

Best Alternatives to Gollm 12.8B Instruct V2.1

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Context / RAM
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Likes
Gollm 12.8B Instruct V2.32K / 25.9 GB62730
Polyglot Ko 12.8B Instruct2K / 25.9 GB31873
Gollm 12.8B Instruct V2.02K / 25.9 GB22860
Polyglot Ko 12.8B Instruct2K / 0.2 GB23012
...lm 12.8B Instruct Tendency T452K / 25.9 GB22970
...t Ko 12.8B Chang Instruct Chat2K / 25.9 GB231014
Note: green Score (e.g. "73.2") means that the model is better than tlphams/gollm-12.8b-instruct-v2.1.

Rank the Gollm 12.8B Instruct V2.1 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 v20241227
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