Aether Code Mistral 7B 0.3 V1 Bnb 4bit by thesven

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  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/m... Base model:unsloth/mistral-7b-...   Bitsandbytes   Code   Dataset:thesven/aethercode-v1   En   Endpoints compatible   Mistral   Quantized   Region:us   Safetensors   Trl   Unsloth

Aether Code Mistral 7B 0.3 V1 Bnb 4bit Benchmarks

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

Aether Code Mistral 7B 0.3 V1 Bnb 4bit Parameters and Internals

LLM NameAether Code Mistral 7B 0.3 V1 Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit 
Base Model(s)  unsloth/mistral-7b-v0.3-bnb-4bit   unsloth/mistral-7b-v0.3-bnb-4bit
Model Size7b
Required VRAM4.1 GB
Updated2024-09-07
Maintainerthesven
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token[control_768]
Vocabulary Size32768
Torch Data Typebfloat16
Aether Code Mistral 7B 0.3 V1 Bnb 4bit (thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit)

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...istral Nemo Base 2407 Bnb 4bit1000K / 8.3 GB106979
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...t 3.5 0106 128K 8.0bpw H8 EXL2128K / 7.4 GB111
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB2497112
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB4611
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB50
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB5684914
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1642429
Mistral V0.3 7B ORPO32K / 14.5 GB801
Note: green Score (e.g. "73.2") means that the model is better than thesven/Aether-Code-Mistral-7B-0.3-v1-bnb-4bit.

Rank the Aether Code Mistral 7B 0.3 V1 Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803