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Speechless Codellama 34B V2.0 by uukuguy

 »  All LLMs  »  uukuguy  »  Speechless Codellama 34B V2.0   URL Share it on

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  Arxiv:2308.12950   Autotrain compatible   Code   Codegen Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2....   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Instruct   Llama   Llama2   Model-index   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/uukuguy/speechless-codellama-34b-v2.0 

Speechless Codellama 34B V2.0 Benchmarks

MMLU Pro: 17.14
GPQA: 2.57
MUSR: 7.21
BBH: 25.99
IFEval: 46.04 vs 88 (so35)-47.7%
ARC: 54.35 vs 96.7 (so35)-43.8%
HellaSwag: 75.65 vs 95.3 (gpt4)-20.6%
MMLU: 54.67 vs 88.3 (so35)-38.1%
TruthfulQA: 45.21 vs 59 (gpt4)-23.4%
WinoGrande: 73.56 vs 87.5 (gpt4)-15.9%
GSM8K: 11.6 vs 96.4 (so35)-88%
MATH Lvl 5: 4.31
LLME Score: 0.2305
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Speechless Codellama 34B V2.0 (uukuguy/speechless-codellama-34b-v2.0)

Speechless Codellama 34B V2.0 Parameters and Internals

Model Type 
text generation, code synthesis, code understanding
Use Cases 
Areas:
commercial, research
Applications:
general code synthesis, code understanding, instruction following
Limitations:
Use limited to English and Python., Unpredictable outputs., Possible inaccuracies or objectionable responses.
Considerations:
Follow Responsible Use Guide.
Supported Languages 
English (fluent), Python (expert)
Training Details 
Data Sources:
jondurbin/airoboros-2.2, Open-Orca/OpenOrca, garage-bAInd/Open-Platypus, WizardLM/WizardLM_evol_instruct_V2_196k, Llama 2 dataset
Data Volume:
153,013 samples
Training Time:
1 day, 14:42:57.87
Hardware Used:
A100-80GB
Model Architecture:
optimized transformer
Responsible Ai Considerations 
Mitigation Strategies:
Perform safety testing and tuning tailored to applications.
Input Output 
Input Format:
Alpaca instruction format
Accepted Modalities:
text
Output Format:
text
LLM NameSpeechless Codellama 34B V2.0
Repository 🤗https://huggingface.co/uukuguy/speechless-codellama-34b-v2.0 
Model Size34b
Required VRAM67.5 GB
Updated2025-02-05
Maintaineruukuguy
Model Typellama
Instruction-BasedYes
Model Files  9.8 GB: 1-of-7   9.7 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   9.2 GB: 7-of-7
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Speechless Codellama 34B V2.0

Model
Likes
Downloads
VRAM
...chless Codellama 34B V2.0 GGUF1042014 GB
...chless Codellama 34B V2.0 GPTQ41717 GB
...echless Codellama 34B V2.0 AWQ6418 GB

Best Alternatives to Speechless Codellama 34B V2.0

Best Alternatives
Context / RAM
Downloads
Likes
...gpt 32K Codellama 34B Instruct32K / 67.5 GB1782
CodeLlama 34B Instruct Hf16K / 67.5 GB46368282
CodeLlama 34B Instruct Hf16K / 67.5 GB147814
Speechless Codellama 34B V1.916K / 67.5 GB12530
XAgentLLaMa 34B Preview16K / 157.3 GB123
MathCoder CL 34B16K / 67.5 GB602
CodeLlama 34B Instruct Hf16K / 1.4 GB143
...gpt 16K Codellama 34B Instruct16K / 67.5 GB214
CodeLlama 34B Instruct Fp1616K / 67.5 GB23927
CodeLlama 34B Instruct Hf 4bit16K / 19.4 GB152
Note: green Score (e.g. "73.2") means that the model is better than uukuguy/speechless-codellama-34b-v2.0.

Rank the Speechless Codellama 34B V2.0 Capabilities

🆘 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! 🌟

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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