Models in CI

nm-testing 's Collections

Models in CI

KV Cache Quantization

FP8-Block Quantized Models

LLM Compressor testing

Speculators testing

Sparse-Llama-3.1-8B-2of4

SparseGPT LLMs

FP8 Models

updated Jul 30

Models used in CI tests across llm-compressor, compressed-tensors, and vllm repositories.

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nm-testing/Llama-3.2-1B-Instruct-FP8-KV

1B • Updated Nov 1, 2024 • 776
nm-testing/Llama-3.2-1B-Instruct-quip-w4a16

2B • Updated Sep 12, 2025 • 380
nm-testing/Llama-3.2-1B-Instruct-spinquantR1R2R4-w4a16

2B • Updated Aug 22, 2025 • 383
nm-testing/Llama3_2_1B_speculator.eagle3

0.4B • Updated Nov 15, 2025 • 485
nm-testing/Meta-Llama-3-8B-FP8-compressed-tensors-test

Text Generation • 8B • Updated Aug 20 • 573
nm-testing/Meta-Llama-3-8B-Instruct-W8A8-Static-Per-Tensor-Asym

8B • Updated Dec 11, 2024 • 48
nm-testing/Meta-Llama-3-8B-Instruct-W8A8-Static-Per-Tensor-Sym

8B • Updated Dec 10, 2024 • 63
nm-testing/Meta-Llama-3-8B-Instruct-nonuniform-test

Text Generation • 8B • Updated Aug 20 • 1.42k
nm-testing/Mixtral-8x7B-Instruct-v0.1-W4A16-channel-quantized

47B • Updated Aug 20 • 17
nm-testing/Mixtral-8x7B-Instruct-v0.1-W4A16-quantized

47B • Updated Aug 20 • 25
nm-testing/Mixtral-8x7B-Instruct-v0.1-W8A16-quantized

47B • Updated Aug 25 • 12
nm-testing/Phi-3-mini-128k-instruct-FP8

4B • Updated Aug 20 • 189
nm-testing/Qwen1.5-MoE-A2.7B-Chat-quantized.w4a16

14B • Updated Feb 24, 2025 • 889 • 1
nm-testing/Qwen2-1.5B-Instruct-FP8W8

Text Generation • 2B • Updated Aug 20 • 293
nm-testing/Qwen3-30B-A3B-FP8-block

Text Generation • 3B • Updated Oct 27, 2025 • 342
nm-testing/Qwen3-30B-A3B-Fp8-v1

31B • Updated Jun 4, 2025 • 73
nm-testing/Qwen3-30B-A3B-MXFP4A16

17B • Updated Feb 17 • 366
nm-testing/Qwen3-4B-mixed-quant-RTN-wNaM

4B • Updated Jul 20 • 19
nm-testing/Qwen3-Next-80B-A3B-Instruct-NVFP4

46B • Updated Aug 25 • 162 • 2
nm-testing/SmolLM-1.7B-Instruct-quantized.w4a16

Text Generation • 2B • Updated Jul 22 • 6.96k
nm-testing/Speculator-Qwen3-30B-MOE-VL-Eagle3

0.4B • Updated Jan 22 • 199
nm-testing/Speculator-Qwen3-8B-Eagle3-converted-071-quantized

1B • Updated Jul 29, 2025 • 782
nm-testing/Speculator-Qwen3-8B-Eagle3-converted-071-quantized-w4a16

1B • Updated Sep 29, 2025 • 678
nm-testing/SpeculatorLlama3-1-8B-Eagle3-converted-0717-quantized

1.0B • Updated Jul 29, 2025 • 856
nm-testing/TinyLlama-1.1B-Chat-v1.0-FP8-Dynamic-compressed

1B • Updated Jan 14, 2025 • 421
nm-testing/TinyLlama-1.1B-Chat-v1.0-FP8-Dynamic-uncompressed

1B • Updated Aug 20 • 56
nm-testing/TinyLlama-1.1B-Chat-v1.0-MXFP4

0.6B • Updated May 5 • 381
nm-testing/TinyLlama-1.1B-Chat-v1.0-NVFP4

0.7B • Updated May 12 • 754
nm-testing/TinyLlama-1.1B-Chat-v1.0-NVFP4A16

0.7B • Updated May 12 • 295
nm-testing/TinyLlama-1.1B-Chat-v1.0-W4A16-G128-Asym-Updated-ActOrder

1B • Updated Apr 10, 2025 • 149
nm-testing/TinyLlama-1.1B-Chat-v1.0-W4A16-G128-compressed

1B • Updated Jan 14, 2025 • 551
nm-testing/TinyLlama-1.1B-Chat-v1.0-W4A16-G128-uncompressed

1B • Updated Aug 20 • 137
nm-testing/TinyLlama-1.1B-Chat-v1.0-W8A16-G128-compressed

1B • Updated Jan 14, 2025 • 311
nm-testing/TinyLlama-1.1B-Chat-v1.0-W8A16-G128-uncompressed

1B • Updated Aug 20 • 55
nm-testing/TinyLlama-1.1B-Chat-v1.0-W8A8-Dynamic-Per-Token-compressed

1B • Updated Jan 14, 2025 • 556
nm-testing/TinyLlama-1.1B-Chat-v1.0-W8A8-Dynamic-Per-Token-uncompressed

1B • Updated Aug 20 • 140
nm-testing/TinyLlama-1.1B-Chat-v1.0-kvcache-fp8-attn_head

1B • Updated Aug 20 • 364
nm-testing/TinyLlama-1.1B-Chat-v1.0-kvcache-fp8-tensor

1B • Updated Aug 20 • 657
nm-testing/asym-w8w8-int8-static-per-tensor-tiny-llama

1B • Updated Oct 9, 2024 • 227
nm-testing/dflash-qwen3-8b-speculators

2B • Updated Apr 15 • 708
nm-testing/llama2.c-stories15M

Text Generation • 24.4M • Updated Mar 10, 2025 • 8.41k
nm-testing/llama2.c-stories15M-ultrachat-mixed-compressed

15.2M • Updated May 12, 2025 • 2.19k
nm-testing/llama2.c-stories15M-ultrachat-mixed-uncompressed

24.4M • Updated Aug 20 • 2.14k
nm-testing/llama2.c-stories42M-gsm8k-quantized-only-compressed

58.1M • Updated Feb 12, 2025 • 2.16k
nm-testing/llama2.c-stories42M-gsm8k-quantized-only-uncompressed

58.1M • Updated Aug 20 • 2.26k
nm-testing/pixtral-12b-FP8-dynamic

Image-Text-to-Text • 13B • Updated Apr 11, 2025 • 1.24k • 1
nm-testing/qwen3-8b-peagle-speculators

2B • Updated May 7 • 680
nm-testing/test-w4a16-mixtral-actorder-group

47B • Updated Dec 26, 2024 • 42
nm-testing/tinyllama-fp8-dynamic-compressed

1B • Updated Oct 9, 2024 • 245
nm-testing/tinyllama-oneshot-w4a16-channel-v2

Text Generation • 1B • Updated Aug 20 • 741 • 1
nm-testing/tinyllama-oneshot-w4a16-group128-v2

Text Generation • 1B • Updated Aug 20 • 642
nm-testing/tinyllama-oneshot-w8-channel-a8-tensor

Text Generation • 1B • Updated Aug 20 • 207
nm-testing/tinyllama-oneshot-w8a16-per-channel

Text Generation • 1B • Updated Aug 20 • 189
nm-testing/tinyllama-oneshot-w8a8-channel-dynamic-token-v2

Text Generation • 1B • Updated Aug 20 • 610
nm-testing/tinyllama-oneshot-w8a8-dynamic-token-v2

Text Generation • 1B • Updated Aug 20 • 627
nm-testing/tinyllama-oneshot-w8w8-test-static-shape-change

Text Generation • 1B • Updated Aug 20 • 1.45k
nm-testing/tinyllama-w4a16-compressed

1B • Updated Oct 9, 2024 • 1.5k
nm-testing/tinyllama-w8a16-dense

1B • Updated Sep 18 • 594
nm-testing/tinyllama-w8a8-compressed

1B • Updated Oct 9, 2024 • 352
nm-testing/tinysmokellama-3.2

354k • Updated Jun 12 • 87k
nm-testing/tinysmokeqwen3

2.64M • Updated Jun 15 • 38.8k
nm-testing/tinysmokeqwen3moe

2.93M • Updated Nov 20, 2025 • 6.57k
nm-testing/tinysmokeqwen3moe-W4A16-first-only

2.93M • Updated Nov 20, 2025 • 18
nm-testing/tinysmokeqwen3moe-W4A16-first-only-CTstable

2.93M • Updated Nov 25, 2025 • 741
nm-testing/random-weights-llama3.1.8b-2layer-eagle3-unconverted

1B • Updated Oct 27, 2025 • 284
nm-testing/Speculator-Qwen3-8B-Eagle3

1B • Updated Jul 17, 2025 • 1.3k
nm-testing/testing-llama3.1.8b-2layer-eagle3

1B • Updated Jan 5 • 1.53k
nm-testing/tiny-testing-random-weights

584k • Updated Oct 24, 2025 • 4.52k

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