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magicoder

🎩 Magicoder is a family of 7B parameter models trained on 75K synthetic instruction data using OSS-Instruct, a novel approach to enlightening LLMs with open-source code snippets.

571K pulls18 tagsSource updated Dec 5, 202316K max context

Quick start

ollama run magicoder:latest

Runnable variants

Memory is a rough file-size estimate; context length, runtime and GPU offload change it.

12 of 18 matching variants shown.

7bTypelocalInputstextDigest8007de06f5d9Download3.8 GBParameters7bQuantizationUnknownContext16KEst. memory≈ 5.5 GB
ollama run magicoder:7b
7b-s-clTypelocalInputstextDigest8007de06f5d9Download3.8 GBParameters7bQuantizationUnknownContext16KEst. memory≈ 5.5 GB
ollama run magicoder:7b-s-cl
7b-s-cl-fp16TypelocalInputstextDigest859e1ae4f566Download13 GBParameters7bQuantizationFP16Context16KEst. memory≈ 16 GB
ollama run magicoder:7b-s-cl-fp16
7b-s-cl-q2_KTypelocalInputstextDigest86fd329c64b6Download2.8 GBParameters7bQuantizationQ2_KContext16KEst. memory≈ 4.5 GB
ollama run magicoder:7b-s-cl-q2_K
7b-s-cl-q3_K_LTypelocalInputstextDigest2bf1232fd9c1Download3.6 GBParameters7bQuantizationQ3_K_LContext16KEst. memory≈ 5.5 GB
ollama run magicoder:7b-s-cl-q3_K_L
7b-s-cl-q3_K_MTypelocalInputstextDigestb2a3d9987ff3Download3.3 GBParameters7bQuantizationQ3_K_MContext16KEst. memory≈ 5 GB
ollama run magicoder:7b-s-cl-q3_K_M
7b-s-cl-q3_K_STypelocalInputstextDigestb7e2d7a303f8Download2.9 GBParameters7bQuantizationQ3_K_SContext16KEst. memory≈ 4.5 GB
ollama run magicoder:7b-s-cl-q3_K_S
7b-s-cl-q4_0TypelocalInputstextDigest8007de06f5d9Download3.8 GBParameters7bQuantizationQ4_0Context16KEst. memory≈ 5.5 GB
ollama run magicoder:7b-s-cl-q4_0
7b-s-cl-q4_1TypelocalInputstextDigestb29bf322a686Download4.2 GBParameters7bQuantizationQ4_1Context16KEst. memory≈ 6 GB
ollama run magicoder:7b-s-cl-q4_1
7b-s-cl-q4_K_MTypelocalInputstextDigest902b6b028113Download4.1 GBParameters7bQuantizationQ4_K_MContext16KEst. memory≈ 6 GB
ollama run magicoder:7b-s-cl-q4_K_M
7b-s-cl-q4_K_STypelocalInputstextDigest42b56dd9b1daDownload3.9 GBParameters7bQuantizationQ4_K_SContext16KEst. memory≈ 5.5 GB
ollama run magicoder:7b-s-cl-q4_K_S
7b-s-cl-q5_0TypelocalInputstextDigest10fa66c827eeDownload4.7 GBParameters7bQuantizationQ5_0Context16KEst. memory≈ 6.5 GB
ollama run magicoder:7b-s-cl-q5_0

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