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Swallow 70B Instruct V0.1 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  Swallow 70B Instruct V0.1 4bit   URL Share it on

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Model Card on HF 🤗: https://huggingface.co/mlx-community/Swallow-70b-instruct-v0.1-4bit 

Swallow 70B Instruct V0.1 4bit Benchmarks

LLME Score: 0.18092
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Swallow 70B Instruct V0.1 4bit (mlx-community/Swallow-70b-instruct-v0.1-4bit)

Swallow 70B Instruct V0.1 4bit Parameters and Internals

Model Type 
llama
Supported Languages 
en (Full support), ja (Full support)
LLM NameSwallow 70B Instruct V0.1 4bit
Repository 🤗https://huggingface.co/mlx-community/Swallow-70b-instruct-v0.1-4bit 
Base Model(s)  tokyotech-llm/Swallow-70b-instruct-v0.1   tokyotech-llm/Swallow-70b-instruct-v0.1
Model Size70b
Required VRAM39.5 GB
Updated2025-02-22
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  5.3 GB: 1-of-8   5.3 GB: 2-of-8   5.3 GB: 3-of-8   5.3 GB: 4-of-8   5.3 GB: 5-of-8   5.3 GB: 6-of-8   5.3 GB: 7-of-8   2.4 GB: 8-of-8
Supported Languagesen ja
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.40.0.dev0
Vocabulary Size43176
Torch Data Typebfloat16

Best Alternatives to Swallow 70B Instruct V0.1 4bit

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...B Instruct Gradient 1048K 8bit1024K / 75 GB75
...B Instruct Gradient 1048K 4bit1024K / 39.7 GB63
...B Instruct Gradient 1048K 2bit1024K / 21.9 GB52
...0B Instruct Gradient 262K 4bit256K / 39.7 GB93
...0B Instruct Gradient 262K 8bit256K / 75 GB72
...0B Instruct Gradient 262K 2bit256K / 21.9 GB51
... Gradient 262K 2.25bpw H6 EXL2256K / 22.2 GB50
...t Gradient 262K 4.0bpw H6 EXL2256K / 37.2 GB81
...t Gradient 262K 3.5bpw H6 EXL2256K / 32.9 GB70
...t Gradient 262K 2.4bpw H6 EXL2256K / 23.5 GB60
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Swallow-70b-instruct-v0.1-4bit.

Rank the Swallow 70B Instruct V0.1 4bit Capabilities

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Release v20241227
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