Kheops Hermes E1 V0.6 Bnb 4bit by kheopss

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Kheops Hermes E1 V0.6 Bnb 4bit is an open-source language model by kheopss. Features: 7b LLM, VRAM: 4.1GB, Context: 32K, License: apache-2.0, Quantized, LLM Explorer Score: 0.14.

  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/o... Base model:unsloth/openhermes-...   Bitsandbytes   Conversational   En   Endpoints compatible   Mistral   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

Kheops Hermes E1 V0.6 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").

Kheops Hermes E1 V0.6 Bnb 4bit Parameters and Internals

LLM NameKheops Hermes E1 V0.6 Bnb 4bit
Repository 🤗https://huggingface.co/kheopss/kheops-hermes-e1-v0.6-bnb-4bit 
Base Model(s)  unsloth/OpenHermes-2.5-Mistral-7B-bnb-4bit   unsloth/OpenHermes-2.5-Mistral-7B-bnb-4bit
Model Size7b
Required VRAM4.1 GB
Updated2024-08-08
Maintainerkheopss
Model Typemistral
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.3
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32002
Torch Data Typebfloat16

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...t 3.5 0106 128K 4.0bpw H6 EXL2128K / 3.9 GB31
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...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB13727038
Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B V0.3 Bnb 4bit32K / 4.1 GB38863922
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB1591
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB31
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1421136
Mixtral V0.3 Full 16bit32K / 14.5 GB60
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB130
Note: green Score (e.g. "73.2") means that the model is better than kheopss/kheops-hermes-e1-v0.6-bnb-4bit.

Rank the Kheops Hermes E1 V0.6 Bnb 4bit Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Release v20260328a