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Rombos Replete Coder Llama3 8B by rombodawg

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  Autotrain compatible   Codegen   Conversational Dataset:ajibawa-2023/code-290k... Dataset:anon8231489123/sharegp...   Dataset:camel-ai Dataset:chargoddard/commitpack... Dataset:cognitivecomputations/... Dataset:collectivecognition/ch... Dataset:coseal/codeultrafeedba...   Dataset:cot-alpaca-gpt4 Dataset:cybernative/code vulne... Dataset:garage-baind/open-plat... Dataset:glaiveai/glaive-code-a... Dataset:glaiveai/glaive-functi...   Dataset:gpteacher Dataset:iamturun/code instruct... Dataset:ise-uiuc/magicoder-evo... Dataset:jondurbin/airoboros-2.... Dataset:layoric/tiny-codes-alp...   Dataset:lmsys/lmsys-chat-1m   Dataset:meta-math/metamathqa Dataset:nickrosh/evol-instruct...   Dataset:open-orca/slimorca   Dataset:opengpt   Dataset:replete-ai/code bagel Dataset:replete-ai/code bagel ... Dataset:replete-ai/openhermes-... Dataset:teknium/gpt4-llm-clean...   Dataset:teknium/openhermes-2.5   Dataset:tiger-lab/mathinstruct Dataset:unnatural-instructions... Dataset:wizardlm/wizardlm evol... Dataset:wizardlm/wizardlm evol...   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/rombodawg/rombos_Replete-Coder-Llama3-8B 

Rombos Replete Coder Llama3 8B Benchmarks

MMLU Pro: 3.72
GPQA: 2.24
MUSR: 7.71
BBH: 7.09
IFEval: 47.14 vs 88 (so35)-46.4%
MATH Lvl 5: 3.1
LLME Score: 0.32106
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rombos Replete Coder Llama3 8B (rombodawg/rombos_Replete-Coder-Llama3-8B)

Rombos Replete Coder Llama3 8B Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
Performance past a context window of 8192 tokens is not guaranteed
Supported Languages 
100 coding languages (Advanced)
Training Details 
Data Sources:
Replete-AI/code_bagel_hermes-2.5, Replete-AI/code_bagel, Replete-AI/OpenHermes-2.5-Uncensored, teknium/OpenHermes-2.5, layoric/tiny-codes-alpaca, glaiveai/glaive-code-assistant-v3, ajibawa-2023/Code-290k-ShareGPT, TIGER-Lab/MathInstruct, chargoddard/commitpack-ft-instruct-rated, iamturun/code_instructions_120k_alpaca, ise-uiuc/Magicoder-Evol-Instruct-110K, cognitivecomputations/dolphin-coder, nickrosh/Evol-Instruct-Code-80k-v1, coseal/CodeUltraFeedback_binarized, glaiveai/glaive-function-calling-v2, CyberNative/Code_Vulnerability_Security_DPO, jondurbin/airoboros-2.2, camel-ai, lmsys/lmsys-chat-1m, CollectiveCognition/chats-data-2023-09-22, CoT-Alpaca-GPT4, WizardLM/WizardLM_evol_instruct_70k, WizardLM/WizardLM_evol_instruct_V2_196k, teknium/GPT4-LLM-Cleaned, GPTeacher, OpenGPT, meta-math/MetaMathQA, Open-Orca/SlimOrca, garage-bAInd/Open-Platypus, anon8231489123/ShareGPT_Vicuna_unfiltered, Unnatural-Instructions-GPT4
Data Volume:
1 billion tokens
Methodology:
Uncensored training with deduplication
Context Length:
8192
Input Output 
Accepted Modalities:
text
LLM NameRombos Replete Coder Llama3 8B
Repository 🤗https://huggingface.co/rombodawg/rombos_Replete-Coder-Llama3-8B 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainerrombodawg
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
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than rombodawg/rombos_Replete-Coder-Llama3-8B.

Rank the Rombos Replete Coder Llama3 8B 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 v20241217
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