v0.7.1: Patch release

What's Changed

• Fix for distributed tests on pytorch>=1.12 by @mrwyattii in #2141
• delay torch import for inference compatability check by @jeffra in #2167
• Fix wrong unit of latency in flops-profiler (#2090) by @zionwu in #2095
• [docs] adoption updates by @jeffra in #2173
• Update for AMD CI workflow by @mrwyattii in #2172
• [docs] update offload docs to include stage 1 by @jeffra in #2178
• Fixing model partitioning without injection by @RezaYazdaniAminabadi in #2179
• Match compute and reduce dtype by @tjruwase in #2145
• Enable fused_lamb_cuda_kernel on ROCm by @rraminen in #2148
• Update README to latest Composer version by @hanlint in #2177
• [deepspeed/autotuner] Missing hjson import by @rahilbathwal5 in #2175
• [docs] add more models to adoption by @jeffra in #2189
• [CI] fix lightning tests by @jeffra in #2190
• Fix typos on README.md by @gasparitiago in #2192
• Fix the layer-past for GPT based models by @RezaYazdaniAminabadi in #2196
• Add gradient_average flag support for sparse grads by @Dipet in #2188
• Adding the compression tutorial on GPT distillation and quantization by @minjiaz in #2197
• Log user config exactly by @tjruwase in #2201
• Fix the tensor-slicing copy for qkv parameters by @RezaYazdaniAminabadi in #2198
• Refactor Distributed Tests by @mrwyattii in #2180
• fix table syntax by @kamalkraj in #2204
• Correctly detect offload configuration by @tjruwase in #2208
• add cuda 11.7 by @jeffra in #2211
• use torch 1.9 in accelerate tests by @jeffra in #2215
• [zero-3] print warning once and support torch parameter by @awan-10 in #2127
• Add support of OPT models by @arashb in #2205
• fix typos in readme. by @zhjohnchan in #2218
• Fix regression w. dist_init_required by @jeffra in #2225
• add doc for new bert example by @conglongli in #2224
• Remove the random-generator from context during inference by @RezaYazdaniAminabadi in #2228
• allow saving ckpt w/o ckpt json + bloom copy fix by @jeffra in #2237
• Correctly detect zero_offload by @tjruwase in #2213
• [docs] update community videos by @jeffra in #2249
• Refactor dist tests: Checkpointing by @tjruwase in #2202
• Make OPT policy backward compatible with pre-OPT transformers versions by @arashb in #2254
• fix ds-inference without policy by @RezaYazdaniAminabadi in #2247

New Contributors

• @zionwu made their first contribution in #2095
• @hanlint made their first contribution in #2177
• @rahilbathwal5 made their first contribution in #2175
• @gasparitiago made their first contribution in #2192
• @arashb made their first contribution in #2205
• @zhjohnchan made their first contribution in #2218

Full Changelog: v0.7.0...v0.7.1