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Dolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2 by LoneStriker

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Dolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2 is an open-source language model by LoneStriker. Features: 34b LLM, VRAM: 20.8GB, Context: 195K, License: other, Quantized, Instruction-Based, Merged, LLM Explorer Score: 0.11.

  Merged Model   Dataset:ehartford/dolphin Dataset:ehartford/samantha-dat... Dataset:ehartford/wizardlm evo... Dataset:jondurbin/airoboros-2....   En   Endpoints compatible   Exl2   Instruct   Llama   Pytorch   Quantized   Region:us   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LoneStriker/dolphin-2.2-yi-34b-200k-4.65bpw-h6-exl2 

Dolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2 Benchmarks

LLME Score: 0.10619
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Dolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2 (LoneStriker/dolphin-2.2-yi-34b-200k-4.65bpw-h6-exl2)
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Dolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2 Parameters and Internals

Additional Notes 
Note: No longer need trust_remote_code! The model is claimed to be compliant to any requests, even unethical ones, and thus advice on implementing an alignment layer is provided.
Training Details 
Data Sources:
ehartford/dolphin, jondurbin/airoboros-2.2.1, ehartford/samantha-data, ehartford/WizardLM_evol_instruct_V2_196k_unfiltered_merged_split
Methodology:
qLoRA and Axolotl Prompt format using ChatML
Context Length:
200000
Training Time:
3 days on 4x A100s
Hardware Used:
4x A100 GPUs
Input Output 
Input Format:
ChatML
LLM NameDolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2
Repository 🤗https://huggingface.co/LoneStriker/dolphin-2.2-yi-34b-200k-4.65bpw-h6-exl2 
Merged ModelYes
Model Size34b
Required VRAM20.8 GB
Updated2026-04-28
MaintainerLoneStriker
Model Typellama
Instruction-BasedYes
Model Files  8.6 GB: 1-of-3   8.6 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesen
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length200000
Model Max Length200000
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than LoneStriker/dolphin-2.2-yi-34b-200k-4.65bpw-h6-exl2.

Rank the Dolphin 2.2 Yi 34B 200K 4.65bpw H6 EXL2 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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