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Speechless Codellama 34B V2.0 by uukuguy

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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

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: 0.25509
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 Parameters and Internals

LLM NameSpeechless Codellama 34B V2.0
Repository 🤗https://huggingface.co/uukuguy/speechless-codellama-34b-v2.0 
Model Size34b
Required VRAM67.5 GB
Updated2024-09-27
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
Speechless Codellama 34B V2.0 (uukuguy/speechless-codellama-34b-v2.0)

Quantized Models of the Speechless Codellama 34B V2.0

Model
Likes
Downloads
VRAM
...chless Codellama 34B V2.0 GGUF1053314 GB
...echless Codellama 34B V2.0 AWQ61118 GB
...chless Codellama 34B V2.0 GPTQ41017 GB

Best Alternatives to Speechless Codellama 34B V2.0

Best Alternatives
Context / RAM
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Likes
...gpt 32K Codellama 34B Instruct32K / 67.5 GB9362
CodeLlama 34B Instruct Hf16K / 67.5 GB17725273
CodeLlama 34B Instruct Hf16K / 67.5 GB10327
Speechless Codellama 34B V1.916K / 67.5 GB6500
XAgentLLaMa 34B Preview16K / 157.3 GB63
MathCoder CL 34B16K / 67.5 GB202
CodeLlama 34B Instruct Hf16K / 1.4 GB83
...gpt 16K Codellama 34B Instruct16K / 67.5 GB574
CodeLlama 34B Instruct Fp1616K / 67.5 GB12817
...M 1.0 Uncensored CodeLlama 34B16K / 67.5 GB527
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

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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 v2024072803
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