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minimax-m2.7-reap-saricles

saricles's REAP-pruned MiniMax-M2.7, 172 B total / 10 B active. Advertised as "single-Spark ready" at 99 GB. Recommended by the community over the dervig variant — retains 25 % more experts and comes with cudagraph-disable recipe baked in.

saricles/MiniMax-M2.7-REAP-172B-A10B-NVFP4-GB10 NVFP4 99 GB 10B active 172B total parser · minimax_m2

Transcripts

simple

Reply with exactly the five words: hello from hermes on spark.
Failed to initialize agent: Model minimax-m2.7-reap-saricles has a context window of 32,768 tokens, which is below the minimum 64,000 required by Hermes Agent. Choose a model with at least 64K context, or set model.context_length in config.yaml to override.
category · trivial elapsed · 2.55s exit · 1 note · Probe couldn't run — hermes-agent requires ≥64K ctx; we cut to 32K for KV-cache room at 99 GB weights. TBLite bypasses this gate.

math

What is 127 times 49? Answer with just the number.
Failed to initialize agent: Model minimax-m2.7-reap-saricles has a context window of 32,768 tokens, which is below the minimum 64,000 required by Hermes Agent. Choose a model with at least 64K context, or set model.context_length in config.yaml to override.
category · reasoning elapsed · 2.66s exit · 1 note · Same ctx-floor block.

reasoning

A farmer has 17 sheep. All but 9 die. How many remain? Answer with one short sentence.
Failed to initialize agent: Model minimax-m2.7-reap-saricles has a context window of 32,768 tokens, which is below the minimum 64,000 required by Hermes Agent. Choose a model with at least 64K context, or set model.context_length in config.yaml to override.
category · reasoning elapsed · 2.44s exit · 1 note · Same ctx-floor block.

tool_ls

Use the shell tool to list files in /tmp. Tell me only how many there are.
Failed to initialize agent: Model minimax-m2.7-reap-saricles has a context window of 32,768 tokens, which is below the minimum 64,000 required by Hermes Agent. Choose a model with at least 64K context, or set model.context_length in config.yaml to override.
category · tool-use elapsed · 2.43s exit · 1 note · Same ctx-floor block.

code

Write a one-line Python expression that returns the sum of squares from 1 to 10.
Failed to initialize agent: Model minimax-m2.7-reap-saricles has a context window of 32,768 tokens, which is below the minimum 64,000 required by Hermes Agent. Choose a model with at least 64K context, or set model.context_length in config.yaml to override.
category · coding elapsed · 2.37s exit · 1 note · Same ctx-floor block.